{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:\\Users\\51635\\Desktop\\钉钉文件\\超级大本营爬虫\\cjdby\n"
     ]
    }
   ],
   "source": [
    "cd cjdby"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " 驱动器 C 中的卷是 Windows\n",
      " 卷的序列号是 CCD8-07D0\n",
      "\n",
      " C:\\Users\\51635\\Desktop\\钉钉文件\\超级大本营爬虫\\cjdby 的目录\n",
      "\n",
      "2020/06/29  21:32    <DIR>          .\n",
      "2020/06/29  21:32    <DIR>          ..\n",
      "2020/06/29  22:08            28,967 cdkj.json\n",
      "2020/06/29  21:46    <DIR>          cjdby\n",
      "2020/06/29  08:54               253 scrapy.cfg\n",
      "2020/06/29  10:46                80 start.py\n",
      "               3 个文件         29,300 字节\n",
      "               3 个目录 29,670,850,560 可用字节\n"
     ]
    }
   ],
   "source": [
    "! dir"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "New Scrapy project 'cjdby', using template directory 'd:\\python\\lib\\site-packages\\scrapy\\templates\\project', created in:\n",
      "    C:\\Users\\51635\\Desktop\\钉钉文件\\超级大本营爬虫\\cjdby\n",
      "\n",
      "You can start your first spider with:\n",
      "    cd cjdby\n",
      "    scrapy genspider example example.com\n"
     ]
    }
   ],
   "source": [
    "! scrapy startproject cjdby"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Created spider 'cjdby_spider' using template 'basic' in module:\n",
      "  cjdby.spiders.cjdby_spider\n"
     ]
    }
   ],
   "source": [
    "! scrapy genspider cjdby_spider \"lt.cjdby.net/forum-4-1.html\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:\\Users\\51635\\Desktop\\钉钉文件\\超级大本营爬虫\n"
     ]
    }
   ],
   "source": [
    "cd 超级大本营爬虫"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:\\Users\\51635\\Desktop\\钉钉文件\\超级大本营爬虫\\cjdby\n"
     ]
    }
   ],
   "source": [
    "cd .."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50]\n"
     ]
    }
   ],
   "source": [
    "num1_50 = []\n",
    "for num in range(1,51):\n",
    "    num1_50.append(num)\n",
    "print(num1_50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://lt.cjdby.net/forum-4-6.html'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "the_url = 'https://lt.cjdby.net/forum-4-' + str(num1_50[5]) + '.html'\n",
    "the_url"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://lt.cjdby.net/forum-4-1.html',\n",
       " 'https://lt.cjdby.net/forum-4-2.html',\n",
       " 'https://lt.cjdby.net/forum-4-3.html',\n",
       " 'https://lt.cjdby.net/forum-4-4.html',\n",
       " 'https://lt.cjdby.net/forum-4-5.html',\n",
       " 'https://lt.cjdby.net/forum-4-6.html',\n",
       " 'https://lt.cjdby.net/forum-4-7.html',\n",
       " 'https://lt.cjdby.net/forum-4-8.html',\n",
       " 'https://lt.cjdby.net/forum-4-9.html',\n",
       " 'https://lt.cjdby.net/forum-4-10.html',\n",
       " 'https://lt.cjdby.net/forum-4-11.html',\n",
       " 'https://lt.cjdby.net/forum-4-12.html',\n",
       " 'https://lt.cjdby.net/forum-4-13.html',\n",
       " 'https://lt.cjdby.net/forum-4-14.html',\n",
       " 'https://lt.cjdby.net/forum-4-15.html',\n",
       " 'https://lt.cjdby.net/forum-4-16.html',\n",
       " 'https://lt.cjdby.net/forum-4-17.html',\n",
       " 'https://lt.cjdby.net/forum-4-18.html',\n",
       " 'https://lt.cjdby.net/forum-4-19.html',\n",
       " 'https://lt.cjdby.net/forum-4-20.html',\n",
       " 'https://lt.cjdby.net/forum-4-21.html',\n",
       " 'https://lt.cjdby.net/forum-4-22.html',\n",
       " 'https://lt.cjdby.net/forum-4-23.html',\n",
       " 'https://lt.cjdby.net/forum-4-24.html',\n",
       " 'https://lt.cjdby.net/forum-4-25.html',\n",
       " 'https://lt.cjdby.net/forum-4-26.html',\n",
       " 'https://lt.cjdby.net/forum-4-27.html',\n",
       " 'https://lt.cjdby.net/forum-4-28.html',\n",
       " 'https://lt.cjdby.net/forum-4-29.html',\n",
       " 'https://lt.cjdby.net/forum-4-30.html',\n",
       " 'https://lt.cjdby.net/forum-4-31.html',\n",
       " 'https://lt.cjdby.net/forum-4-32.html',\n",
       " 'https://lt.cjdby.net/forum-4-33.html',\n",
       " 'https://lt.cjdby.net/forum-4-34.html',\n",
       " 'https://lt.cjdby.net/forum-4-35.html',\n",
       " 'https://lt.cjdby.net/forum-4-36.html',\n",
       " 'https://lt.cjdby.net/forum-4-37.html',\n",
       " 'https://lt.cjdby.net/forum-4-38.html',\n",
       " 'https://lt.cjdby.net/forum-4-39.html',\n",
       " 'https://lt.cjdby.net/forum-4-40.html',\n",
       " 'https://lt.cjdby.net/forum-4-41.html',\n",
       " 'https://lt.cjdby.net/forum-4-42.html',\n",
       " 'https://lt.cjdby.net/forum-4-43.html',\n",
       " 'https://lt.cjdby.net/forum-4-44.html',\n",
       " 'https://lt.cjdby.net/forum-4-45.html',\n",
       " 'https://lt.cjdby.net/forum-4-46.html',\n",
       " 'https://lt.cjdby.net/forum-4-47.html',\n",
       " 'https://lt.cjdby.net/forum-4-48.html',\n",
       " 'https://lt.cjdby.net/forum-4-49.html',\n",
       " 'https://lt.cjdby.net/forum-4-50.html']"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url_list = []\n",
    "for page in num1_50:\n",
    "    url_page = str(page)\n",
    "    the_url = 'https://lt.cjdby.net/forum-4-' + url_page + '.html'\n",
    "    url_list.append(the_url)\n",
    "url_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from requests_html import HTMLSession"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "href_列表 = url_list\n",
    "文字列表 = num1_50"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>scheme</th>\n",
       "      <th>netloc</th>\n",
       "      <th>path</th>\n",
       "      <th>params</th>\n",
       "      <th>query</th>\n",
       "      <th>fragment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-1.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-2.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-3.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-4.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-5.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-6.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-7.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-8.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-9.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-10.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-11.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-12.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-13.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-14.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-15.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-16.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-17.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-18.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-19.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-20.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-21.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-22.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-23.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-24.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-25.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-26.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-27.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-28.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-29.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-30.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-31.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-32.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-33.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-34.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-35.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-36.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-37.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-38.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-39.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-40.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-41.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-42.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-43.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-44.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-45.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-46.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-47.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-48.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-49.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>https</td>\n",
       "      <td>lt.cjdby.net</td>\n",
       "      <td>/forum-4-50.html</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   scheme        netloc              path params query fragment\n",
       "0   https  lt.cjdby.net   /forum-4-1.html                      \n",
       "1   https  lt.cjdby.net   /forum-4-2.html                      \n",
       "2   https  lt.cjdby.net   /forum-4-3.html                      \n",
       "3   https  lt.cjdby.net   /forum-4-4.html                      \n",
       "4   https  lt.cjdby.net   /forum-4-5.html                      \n",
       "5   https  lt.cjdby.net   /forum-4-6.html                      \n",
       "6   https  lt.cjdby.net   /forum-4-7.html                      \n",
       "7   https  lt.cjdby.net   /forum-4-8.html                      \n",
       "8   https  lt.cjdby.net   /forum-4-9.html                      \n",
       "9   https  lt.cjdby.net  /forum-4-10.html                      \n",
       "10  https  lt.cjdby.net  /forum-4-11.html                      \n",
       "11  https  lt.cjdby.net  /forum-4-12.html                      \n",
       "12  https  lt.cjdby.net  /forum-4-13.html                      \n",
       "13  https  lt.cjdby.net  /forum-4-14.html                      \n",
       "14  https  lt.cjdby.net  /forum-4-15.html                      \n",
       "15  https  lt.cjdby.net  /forum-4-16.html                      \n",
       "16  https  lt.cjdby.net  /forum-4-17.html                      \n",
       "17  https  lt.cjdby.net  /forum-4-18.html                      \n",
       "18  https  lt.cjdby.net  /forum-4-19.html                      \n",
       "19  https  lt.cjdby.net  /forum-4-20.html                      \n",
       "20  https  lt.cjdby.net  /forum-4-21.html                      \n",
       "21  https  lt.cjdby.net  /forum-4-22.html                      \n",
       "22  https  lt.cjdby.net  /forum-4-23.html                      \n",
       "23  https  lt.cjdby.net  /forum-4-24.html                      \n",
       "24  https  lt.cjdby.net  /forum-4-25.html                      \n",
       "25  https  lt.cjdby.net  /forum-4-26.html                      \n",
       "26  https  lt.cjdby.net  /forum-4-27.html                      \n",
       "27  https  lt.cjdby.net  /forum-4-28.html                      \n",
       "28  https  lt.cjdby.net  /forum-4-29.html                      \n",
       "29  https  lt.cjdby.net  /forum-4-30.html                      \n",
       "30  https  lt.cjdby.net  /forum-4-31.html                      \n",
       "31  https  lt.cjdby.net  /forum-4-32.html                      \n",
       "32  https  lt.cjdby.net  /forum-4-33.html                      \n",
       "33  https  lt.cjdby.net  /forum-4-34.html                      \n",
       "34  https  lt.cjdby.net  /forum-4-35.html                      \n",
       "35  https  lt.cjdby.net  /forum-4-36.html                      \n",
       "36  https  lt.cjdby.net  /forum-4-37.html                      \n",
       "37  https  lt.cjdby.net  /forum-4-38.html                      \n",
       "38  https  lt.cjdby.net  /forum-4-39.html                      \n",
       "39  https  lt.cjdby.net  /forum-4-40.html                      \n",
       "40  https  lt.cjdby.net  /forum-4-41.html                      \n",
       "41  https  lt.cjdby.net  /forum-4-42.html                      \n",
       "42  https  lt.cjdby.net  /forum-4-43.html                      \n",
       "43  https  lt.cjdby.net  /forum-4-44.html                      \n",
       "44  https  lt.cjdby.net  /forum-4-45.html                      \n",
       "45  https  lt.cjdby.net  /forum-4-46.html                      \n",
       "46  https  lt.cjdby.net  /forum-4-47.html                      \n",
       "47  https  lt.cjdby.net  /forum-4-48.html                      \n",
       "48  https  lt.cjdby.net  /forum-4-49.html                      \n",
       "49  https  lt.cjdby.net  /forum-4-50.html                      "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scheme       1\n",
      "netloc       1\n",
      "path        50\n",
      "params       1\n",
      "query        1\n",
      "fragment     1\n",
      "dtype: int64\n"
     ]
    },
    {
     "data": {
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       "      <th>36</th>\n",
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       "    <tr>\n",
       "      <th>37</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
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       "    <tr>\n",
       "      <th>42</th>\n",
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       "    <tr>\n",
       "      <th>43</th>\n",
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       "      <th>44</th>\n",
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       "    <tr>\n",
       "      <th>48</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "    </tr>\n",
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       "</table>\n",
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      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: []\n",
       "Index: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Empty DataFrame\n",
      "Columns: []\n",
      "Index: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49]\n"
     ]
    }
   ],
   "source": [
    "from urllib.parse import urlparse, parse_qs\n",
    "import pandas as pd\n",
    "from IPython.display import display, HTML\n",
    "\n",
    "# 总体目标：输入 href_列表, 建构出参数字典\n",
    "\n",
    "# urlparse 解析后丢入数据框\n",
    "df = pd.DataFrame([ urlparse(x) for x in href_列表])\n",
    "df_qs = pd.DataFrame([{k:v[0] for k,v in parse_qs(x).items()} for x in df['query'] ])\n",
    "\n",
    "display(df)\n",
    "print(df.nunique())\n",
    "display(df_qs)\n",
    "print(df_qs.nunique())\n",
    "\n",
    "# df_qs.curPage\n",
    "# df_qs = df_qs.assign (curPage_int=df_qs.curPage.astype(int))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'楼主': None, '标题': None, '发表时间': None, '回复': None}\n",
      "{'楼主': '华夏本尊', '标题': '沉痛哀悼原海军版主slayerhuahua！！！', '发表时间': '2020-06-24 21:57', '回复': '1296'}\n",
      "{'楼主': '无影侠SUPER', '标题': '【空版版务通告】新人必读、回帖必看，望空版会员遵守，共同维护空版讨论环境', '发表时间': '2016-03-16 05:24', '回复': '2'}\n",
      "{'楼主': 'wsmyr2007', '标题': '又见黄皮歼20', '发表时间': '2020-06-28 13:31', '回复': '85'}\n",
      "{'楼主': '红色联合舰队', '标题': '说伊朗空军看不上J10是在被困在旧思维里出不来了', '发表时间': '2020-06-29 00:50', '回复': '129'}\n",
      "{'楼主': 'noahhanfzh', '标题': '盘点ARJ21的交付情况', '发表时间': '2020-06-29 07:54', '回复': '50'}\n",
      "{'楼主': '19881017mc', '标题': '中印边境决胜关键力量应该不在地面而在空中', '发表时间': '2020-06-25 20:04', '回复': '116'}\n",
      "{'楼主': 'Wjiangxin', '标题': '需要尽快帮助巴基斯坦扩大空军实力牵制印度', '发表时间': '2020-06-29 20:29', '回复': '12'}\n",
      "{'楼主': 'soulvici', '标题': '三哥买的阵风将于7月27日首批6架到货', '发表时间': '2020-06-29 17:16', '回复': '51'}\n",
      "{'楼主': '等待是种境界', '标题': '印媒认知的解放军空军', '发表时间': '2020-06-28 14:27', '回复': '75'}\n",
      "{'楼主': '蓝军部队参谋长', '标题': '枭龙B3vs幻影2000', '发表时间': '2020-06-29 09:05', '回复': '73'}\n",
      "{'楼主': 'zhupower', '标题': '有人可惜运10可是斯贝也很可惜', '发表时间': '2020-06-23 16:40', '回复': '466'}\n",
      "{'楼主': '向量3074', '标题': '运10造了几架', '发表时间': '2020-06-21 23:15', '回复': '552'}\n",
      "{'楼主': '等待是种境界', '标题': '关于穿越台岛，美军公布了一段视频', '发表时间': '2020-06-27 22:53', '回复': '36'}\n",
      "{'楼主': 'Mike183618', '标题': '谁有这个运输机对比图的大图？', '发表时间': '2020-06-29 13:32', '回复': '31'}\n",
      "{'楼主': '配合公差', '标题': 'A4天鹰的飞行性能到底如何', '发表时间': '2020-06-28 11:38', '回复': '50'}\n",
      "{'楼主': 'ychx', '标题': '转局座实锤了大蝙蝠？估计也快了！', '发表时间': '2020-06-29 11:50', '回复': '57'}\n",
      "{'楼主': 'wuxi757', '标题': 'ww继续广播驱离，中美军机今日再次同时现身台湾西南空域', '发表时间': '2020-06-29 18:30', '回复': '24'}\n",
      "{'楼主': '中型航母', '标题': 'v22鱼鹰发动机布局是否存在先天问题？', '发表时间': '2020-06-20 16:45', '回复': '160'}\n",
      "{'楼主': '大光', '标题': '参考 直-19 ，给直20或直18也来个“瘦身”10+吨级武直？', '发表时间': '2020-06-24 12:42', '回复': '67'}\n",
      "{'楼主': 'zhupower', '标题': '斯贝项目亲历者回忆', '发表时间': '2020-06-29 20:11', '回复': '2'}\n",
      "{'楼主': 'willingpower', '标题': 'ARJ21在6月28日同时交付三大航', '发表时间': '2020-06-23 10:01', '回复': '196'}\n",
      "{'楼主': 'swshs', '标题': '运20的起飞系数不高', '发表时间': '2020-06-29 14:44', '回复': '31'}\n",
      "{'楼主': 'playfish', '标题': '自从用上了挤压工艺，太行寿命直追美帝了', '发表时间': '2020-06-28 21:30', '回复': '100'}\n",
      "{'楼主': '萨达姆·侯赛因', '标题': 'BBC：人类首次无人机战争 利比亚成中国武器试验场', '发表时间': '2020-06-28 05:42', '回复': '116'}\n",
      "{'楼主': '奥观海', '标题': '【装备发展】美智库建议采购更多B-21等穿透型轰炸机，平衡防区内外打击能力', '发表时间': '2020-06-29 10:14', '回复': '20'}\n",
      "{'楼主': '悍马骑士', '标题': '摩洛哥将购买24架阿帕奇直升机', '发表时间': '2020-06-27 11:14', '回复': '30'}\n",
      "{'楼主': 'wi0001', '标题': '三哥买的S400和我们的有何不同？不怕被干扰吗？', '发表时间': '2020-06-28 10:22', '回复': '64'}\n",
      "{'楼主': 'zzaa119', '标题': '聚焦·近一年国内拟建碳纤维生产线超7.9万吨', '发表时间': '2020-06-16 11:55', '回复': '93'}\n",
      "{'楼主': 'rt12', '标题': '微博上的运20发动机', '发表时间': '2020-06-26 11:03', '回复': '211'}\n",
      "{'楼主': '悍马骑士', '标题': '开飞机的女孩', '发表时间': '2020-06-29 16:43', '回复': '9'}\n",
      "{'楼主': '等待是种境界', '标题': '印度空军在役军机型号、数量', '发表时间': '2020-06-28 15:10', '回复': '90'}\n",
      "{'楼主': 'laoe', '标题': '咱们前线对地支援该怎么搞？', '发表时间': '2020-06-29 08:51', '回复': '61'}\n",
      "{'楼主': '历史小白', '标题': '美机穿台时，我军可模仿以色列坑俄国一样坑一下美国么？', '发表时间': '2020-06-29 11:04', '回复': '11'}\n",
      "{'楼主': '帕拉贝鲁姆', '标题': 'F35超音速1.2M巡航的挂载条件', '发表时间': '2020-06-25 16:01', '回复': '68'}\n",
      "{'楼主': 'Wjiangxin', '标题': '参考消息：印专家自吹空中力量“有优势”', '发表时间': '2020-06-25 12:25', '回复': '262'}\n",
      "{'楼主': '大墨鱼', '标题': 'Y-20 新图', '发表时间': '2018-05-08 20:27', '回复': '101'}\n",
      "{'楼主': '飞龙宝宝', '标题': '知道闪电战么？吹印度的', '发表时间': '2020-06-29 16:27', '回复': '15'}\n",
      "{'楼主': 'bzxcup1', '标题': '印度新闻报导他们已经在拉达克前线部署了防空导弹', '发表时间': '2020-06-27 21:34', '回复': '69'}\n",
      "{'楼主': '超大旁观者', '标题': '青虎双风，以及同色涂装', '发表时间': '2020-06-28 11:40', '回复': '18'}\n",
      "{'楼主': '歼20杠杆的', '标题': '苏57飞控出现问题，有个铁杆非说是试飞员经验不足', '发表时间': '2020-06-27 18:30', '回复': '161'}\n",
      "{'楼主': 'caster5', '标题': '「天行1号」高超音速飞行器 成功首飞。', '发表时间': '2020-06-25 23:45', '回复': '38'}\n",
      "{'楼主': None, '标题': None, '发表时间': None, '回复': None}\n",
      "{'楼主': 'wuxi757', '标题': '中国空军轰六K赴西太平洋进行远海飞行训练', '发表时间': '2020-06-28 16:57', '回复': '32'}\n",
      "{'楼主': 'caster5', '标题': '截击战斗机米格-31与客货机同框', '发表时间': '2020-06-27 22:50', '回复': '13'}\n",
      "{'楼主': '狗熊二', '标题': 'P波段战略预警雷达。有什么作用呢？', '发表时间': '2020-06-28 08:30', '回复': '22'}\n",
      "{'楼主': '僵尸多补', '标题': '北斗完成了，国产杰达姆炸弹何时大规模装备？', '发表时间': '2020-06-25 13:57', '回复': '173'}\n",
      "{'楼主': 'wuxi757', '标题': '台媒：PLA在台湾省兰屿岛上空警告美国军机美军不得不无线电回音', '发表时间': '2020-06-26 11:36', '回复': '73'}\n",
      "{'楼主': 'caster5', '标题': '战时加油机加运输机，平时拉拉首相当专机。', '发表时间': '2020-06-27 23:17', '回复': '22'}\n",
      "{'楼主': 'aptg', '标题': '末代机扫和同时期PSEA性能对比如何？', '发表时间': '2020-06-23 16:43', '回复': '18'}\n",
      "{'楼主': '青锋AA', '标题': '云影的最近一次试飞', '发表时间': '2020-06-27 15:15', '回复': '53'}\n",
      "{'楼主': '重感情的人', '标题': '问个问题，咱们自己研制的歼16可以出口吗？', '发表时间': '2020-06-27 09:41', '回复': '115'}\n",
      "{'楼主': 'wuxi757', '标题': '二战美军摄影师', '发表时间': '2020-06-28 16:18', '回复': '12'}\n",
      "{'楼主': '10年军迷', '标题': '正篇01——空军装备统计最终版', '发表时间': '2020-06-04 21:50', '回复': '86'}\n",
      "{'楼主': '悍马骑士', '标题': '伊朗空军的科萨尔战斗机', '发表时间': '2020-06-27 12:41', '回复': '39'}\n",
      "{'楼主': 'fox0815', '标题': '关于航空打印可行性的分析与讨论', '发表时间': '2020-06-28 10:40', '回复': '10'}\n",
      "{'楼主': 'wjh8848', '标题': '咖喱的阿帕奇，现在战斗力如何？会给兔子前线造成多大影响?', '发表时间': '2020-06-18 20:19', '回复': '94'}\n",
      "{'楼主': '配合公差', '标题': 'F14超级熊猫成功服役的话会是最强三代机吗', '发表时间': '2020-06-25 21:02', '回复': '173'}\n",
      "{'楼主': 'dzytc', '标题': '沈阳巨响，嫌疑基本锁定', '发表时间': '2020-06-24 18:12', '回复': '50'}\n",
      "{'楼主': 'undertable', '标题': '关于空军一高专的疑惑，请教各位军史专家', '发表时间': '2020-06-25 14:33', '回复': '6'}\n",
      "{'楼主': 'dzytc', '标题': '听说一个蜂窝蒙皮的事情，已经无法具体证实了。', '发表时间': '2020-06-24 18:26', '回复': '88'}\n",
      "{'楼主': 'wuxi757', '标题': 'WW  IDF增删版勇鷹號成功正式首飛', '发表时间': '2020-06-22 16:03', '回复': '74'}\n",
      "{'楼主': '大光', '标题': '设想运20瘦身拉长版——Y20S多用途平台（预警、加油、电子。。）', '发表时间': '2020-03-05 17:55', '回复': '105'}\n",
      "{'楼主': '司马轻寒', '标题': 'Fc-31这样挂载格斗单，对隐身影响大不大？', '发表时间': '2020-06-26 17:18', '回复': '56'}\n",
      "{'楼主': '坚守阵地', '标题': '论涡扇15', '发表时间': '2020-06-23 08:17', '回复': '88'}\n",
      "{'楼主': 'caster5', '标题': '鹰酱的F22破相了，不知撞到什么东西了。', '发表时间': '2020-06-26 00:10', '回复': '53'}\n",
      "{'楼主': 'caster5', '标题': '上海祟明东平森林公园里的一位“”老兵”', '发表时间': '2020-06-28 00:35', '回复': '10'}\n",
      "{'楼主': '库兹涅佐夫上将', '标题': '反正也是瞎扯系列：谈谈超音速轰炸机', '发表时间': '2020-06-23 12:39', '回复': '52'}\n",
      "{'楼主': '大光', '标题': '放大~缩小~机身直径的难点是什么？', '发表时间': '2020-06-17 12:16', '回复': '68'}\n",
      "{'楼主': 'aptg', '标题': '日本人的F3似乎是想去搭暴风雨或美国六代机的便车', '发表时间': '2020-06-25 15:44', '回复': '10'}\n",
      "{'楼主': 'NIRGUN', '标题': '官泄歼-16疑似具有A射B导能力', '发表时间': '2020-06-05 20:49', '回复': '278'}\n",
      "{'楼主': 'wuxi757', '标题': '我们的战斗双座机人员配置和美帝的差别', '发表时间': '2020-06-20 12:06', '回复': '83'}\n",
      "{'楼主': 'lzneng', '标题': '中简科技的zt7碳纤维基本被军用包圆了', '发表时间': '2020-06-22 23:19', '回复': '67'}\n",
      "{'楼主': 'chentianhua', '标题': 'B21来了，中国用什么应对？', '发表时间': '2020-03-19 07:59', '回复': '256'}\n",
      "{'楼主': 'wuxi757', '标题': '14:56   2020/06/26  己进入常态化', '发表时间': '2020-06-26 15:27', '回复': '48'}\n",
      "{'楼主': '北京富爷7343', '标题': '歼11B换发照', '发表时间': '2020-05-14 20:20', '回复': '306'}\n",
      "{'楼主': 'caster5', '标题': '迪拜上空的“雄猫”', '发表时间': '2020-06-27 16:57', '回复': '6'}\n",
      "{'楼主': '大墨鱼', '标题': '空降兵 Z-10K/Z-9WZ', '发表时间': '2020-06-17 17:39', '回复': '94'}\n",
      "{'楼主': 'chentianhua', '标题': '空警500已经这么好了，未来的运20预警机得有多好？', '发表时间': '2020-05-11 19:25', '回复': '192'}\n",
      "{'楼主': 'andreigmail', '标题': '援助朝鲜空军', '发表时间': '2020-06-10 13:30', '回复': '436'}\n",
      "{'楼主': 'xcl9905', '标题': '胜利日阅兵的Su57', '发表时间': '2020-06-25 11:08', '回复': '22'}\n",
      "{'楼主': 'shen011206', '标题': '能不能考虑研发大量低成本的无人预警机？', '发表时间': '2020-06-25 08:42', '回复': '38'}\n",
      "{'楼主': 'Spurs21', '标题': '请教F-15各个系列的装备情况', '发表时间': '2020-06-25 17:31', '回复': '29'}\n",
      "{'楼主': None, '标题': None, '发表时间': None, '回复': None}\n",
      "{'楼主': '悍马骑士', '标题': '老照片：美军RF-4C鬼怪式侦察机集合 1981', '发表时间': '2020-06-21 16:46', '回复': '17'}\n",
      "{'楼主': 'sunmingchi', '标题': '韩国首款国产五代机KF-X将于年底前完成总装', '发表时间': '2020-06-15 09:53', '回复': '124'}\n",
      "{'楼主': 'GTX970', '标题': '为什么很多直升机只有半片水平尾翼？', '发表时间': '2020-06-24 16:13', '回复': '12'}\n",
      "{'楼主': '之君', '标题': '首次使用J20最理想的对手', '发表时间': '2020-06-21 23:07', '回复': '83'}\n",
      "{'楼主': 'oldcaticu44', '标题': '从新型风洞看中国战斗机的未来发展。', '发表时间': '2020-06-25 12:30', '回复': '0'}\n",
      "{'楼主': '平民的世界', '标题': '我们的空军打击山地目标，用什么机用什么弹呢？', '发表时间': '2020-06-19 08:59', '回复': '65'}\n",
      "{'楼主': 'CVN80企业号', '标题': '一个批次干了3个旅数量的飞机，这个神奇的02批次。。。', '发表时间': '2020-06-12 19:53', '回复': '95'}\n",
      "{'楼主': 'CannonMa', '标题': '在wallhaven看到一张好看的J20图', '发表时间': '2020-06-23 17:14', '回复': '36'}\n",
      "{'楼主': 'yes413', '标题': '求问个事，武直和运输直升机抗侧风抗坠毁能力哪型强？', '发表时间': '2020-06-23 13:21', '回复': '6'}\n",
      "{'楼主': '悍马骑士', '标题': '俄罗斯奥尔洛夫卡2016航空节', '发表时间': '2016-08-31 14:29', '回复': '29'}\n",
      "{'楼主': '鹿乡约', '标题': '相控阵智能制造平台', '发表时间': '2020-06-24 05:49', '回复': '8'}\n",
      "{'楼主': 'tonyget', '标题': '航空发动机整机龙头，新老军用机型需求叠加', '发表时间': '2020-06-23 17:01', '回复': '8'}\n",
      "{'楼主': 'ychx', '标题': '草根设计师：总载弹量超过“利剑无人机3倍！是指哪型无人机 ？', '发表时间': '2020-06-19 16:11', '回复': '148'}\n",
      "{'楼主': '大光', '标题': '从歼5——歼20.。。（中国歼击机图序）', '发表时间': '2020-06-22 11:38', '回复': '74'}\n",
      "{'楼主': '悍马骑士', '标题': '女汉子出品：今天的莫斯科上空（6月20日）', '发表时间': '2020-06-22 09:19', '回复': '39'}\n",
      "{'楼主': '乌里扬诺夫斯克', '标题': '从“金头盔”到“天鹰杯”，他们的制胜秘诀是什么？', '发表时间': '2020-06-18 19:32', '回复': '144'}\n",
      "{'楼主': '海军总部', '标题': '美日组机队在三泽基地进行“大象漫步”', '发表时间': '2020-06-24 09:15', '回复': '10'}\n",
      "{'楼主': 'caster5', '标题': '高速摄影下，空空导弹延时点火。', '发表时间': '2020-06-13 00:06', '回复': '62'}\n",
      "{'楼主': '10年军迷', '标题': '正篇04——战斗机轰炸机预警机运输机加油机简单介绍最终版', '发表时间': '2020-06-04 22:05', '回复': '35'}\n",
      "{'楼主': '月影1994', '标题': 'Re.那谁又坠机了', '发表时间': '2020-06-19 01:53', '回复': '46'}\n",
      "{'楼主': 'sunmingchi', '标题': '苏-57战斗机将采用电驱动系统以取代液压系统', '发表时间': '2020-06-17 11:18', '回复': '59'}\n",
      "{'楼主': 'caster5', '标题': '狗斗训练中，后座教官撕心裂肺的叫喊Kill it', '发表时间': '2020-06-24 17:07', '回复': '0'}\n",
      "{'楼主': 'dzytc', '标题': '沈阳巨响，提供几条线索', '发表时间': '2020-06-23 14:27', '回复': '63'}\n",
      "{'楼主': 'wjh8848', '标题': '消灭飞机的最好方法是直接消灭在地上。打印机我们有能力吗？', '发表时间': '2020-06-23 22:28', '回复': '23'}\n",
      "{'楼主': 'kang999', '标题': '高原蓝天下的白云，印度空军（1954~2008）', '发表时间': '2019-02-01 14:51', '回复': '52'}\n",
      "{'楼主': 'pkuan', '标题': '全球穿梭外交 运20最新改型关键优势被美紧盯', '发表时间': '2020-06-23 15:34', '回复': '6'}\n",
      "{'楼主': 'weilai00', '标题': 'J20大头贴一张', '发表时间': '2020-06-22 20:36', '回复': '45'}\n",
      "{'楼主': 'geekbang', '标题': '非常讨厌台湾媒体说PLA进入他们领空，这是台湾自己的问题。', '发表时间': '2020-06-22 19:00', '回复': '33'}\n",
      "{'楼主': 'noahhanfzh', '标题': '沈阳飞机音爆', '发表时间': '2020-06-23 11:49', '回复': '77'}\n",
      "{'楼主': 'wangbin瑟尔', '标题': '从隔壁贴简单分析下金头盔和天鹰杯的赛制', '发表时间': '2020-06-21 14:37', '回复': '76'}\n",
      "{'楼主': 'haozi110', '标题': 'J20与美女', '发表时间': '2020-06-11 10:42', '回复': '58'}\n",
      "{'楼主': '超级侧卫', '标题': '空军某旅某型飞机貌似第一次近照', '发表时间': '2020-06-08 00:20', '回复': '63'}\n",
      "{'楼主': 'lancerweiki', '标题': 'PL15最大射程能破250KM吗？', '发表时间': '2020-06-20 12:14', '回复': '108'}\n",
      "{'楼主': 'jztiger', '标题': 'J-20', '发表时间': '2020-06-23 22:14', '回复': '0'}\n",
      "{'楼主': 'mayu137', '标题': '［A射B导和协同交战］A射A制导导弹，B提供制导信息', '发表时间': '2020-06-23 19:17', '回复': '1'}\n",
      "{'楼主': '重庆老范', '标题': '对印边境防空想法探讨', '发表时间': '2020-06-23 14:16', '回复': '9'}\n",
      "{'楼主': 'caster5', '标题': '航展拍飞机，忘了带挮子。毛熊自有办法', '发表时间': '2020-06-23 11:03', '回复': '10'}\n",
      "{'楼主': 'Covefe', '标题': '感觉西方世界很高看S400的能力啊', '发表时间': '2020-06-19 11:21', '回复': '99'}\n",
      "{'楼主': 'AK2018', '标题': '需要警惕阿三购买二手逆火', '发表时间': '2020-06-19 22:20', '回复': '158'}\n",
      "{'楼主': '大青果吃枣药丸', '标题': '歼-10B进气道视角，这工艺咋样？', '发表时间': '2020-05-23 21:24', '回复': '143'}\n",
      "{'楼主': None, '标题': None, '发表时间': None, '回复': None}\n",
      "{'楼主': 'caster5', '标题': '就算是头猪，也比你肥电干的还要好。', '发表时间': '2020-06-17 20:03', '回复': '28'}\n",
      "{'楼主': 'jmr_gy', '标题': '新歼十要出来了？', '发表时间': '2020-06-26 13:50', '回复': '50'}\n",
      "{'楼主': 'dzytc', '标题': '卖房子了。。。好直接。。这是广告吗？必须弄死！', '发表时间': '2020-06-27 18:33', '回复': '47'}\n",
      "{'楼主': 'moyin666666', '标题': '看来WS-15还是遥遥无期', '发表时间': '2020-05-25 01:10', '回复': '174'}\n",
      "{'楼主': '隐形大侦探', '标题': '原来 黎阳的三代中等推力生产线还没有完成 ws13？ws13e？', '发表时间': '2020-04-21 09:39', '回复': '62'}\n",
      "{'楼主': 'dy017', '标题': '歼十能挂载八中四近一油吗？', '发表时间': '2020-06-16 14:06', '回复': '95'}\n",
      "{'楼主': 'cder_dh3uutc4', '标题': '关于歼十表演机退役的探讨，该换了吧', '发表时间': '2020-06-26 20:29', '回复': '63'}\n",
      "{'楼主': '和谐电3D', '标题': '痛打三哥空军，可以有效震慑台湾反动势力', '发表时间': '2020-06-29 08:46', '回复': '22'}\n",
      "{'楼主': '配合公差', '标题': '超音速飞行必须需要航发拥有加力燃烧室吗', '发表时间': '2020-06-29 15:36', '回复': '9'}\n",
      "{'楼主': '16000吨大驱', '标题': '倾转旋翼机vs高速直升机，哪个才是未来的方向？', '发表时间': '2020-06-21 21:30', '回复': '105'}\n",
      "{'楼主': 'LeeTang', '标题': '隔壁论文证明，歼20/F22战力远超F35', '发表时间': '2020-06-23 10:50', '回复': '174'}\n",
      "{'楼主': '僵尸多补', '标题': '歼10有没有可能升级成五代机或者舰载机？', '发表时间': '2020-06-28 19:42', '回复': '20'}\n",
      "{'楼主': '皮包公司', '标题': '我国服役的喷气式发动机似乎到目前为止仍没有一种完全自主从0开始的型号', '发表时间': '2020-06-28 19:07', '回复': '169'}\n",
      "{'楼主': '一如烟火', '标题': '天蓬元帅发话了，不能让伊朗得到歼10', '发表时间': '2020-06-24 14:19', '回复': '255'}\n",
      "{'楼主': '平行异面', '标题': '用桨扇系统造多轴飞行器', '发表时间': '2020-06-25 20:52', '回复': '52'}\n",
      "{'楼主': '悍马骑士', '标题': '老照片：苏联解体后 机场上的侦察机 1992', '发表时间': '2020-06-28 15:23', '回复': '19'}\n",
      "{'楼主': '坚守阵地', '标题': '矛盾论看歼20', '发表时间': '2020-06-25 07:11', '回复': '21'}\n",
      "{'楼主': '海军总部', '标题': '“虎”式战斗机升级版！伊朗空军接装3架科萨战斗机', '发表时间': '2020-06-26 08:47', '回复': '108'}\n",
      "{'楼主': '蛋蛋的无奈', '标题': '咱们国家的J20到底有多少架了 ？', '发表时间': '2020-06-26 14:14', '回复': '123'}\n",
      "{'楼主': '大墨鱼', '标题': 'H-6K 新图', '发表时间': '2018-04-18 20:07', '回复': '267'}\n",
      "{'楼主': '张起灵', '标题': '有谁能说说阿三飞行员的整体素质', '发表时间': '2020-06-18 21:01', '回复': '205'}\n",
      "{'楼主': '米格-21', '标题': '双方战斗机无代差情况下的超视距空战有何实用意义？', '发表时间': '2020-06-28 23:13', '回复': '29'}\n",
      "{'楼主': '大光', '标题': '假如出现了一种新型雷达让目前的隐形毫无意义，世界军机将会发生怎样的变化？', '发表时间': '2020-06-09 10:21', '回复': '26'}\n",
      "{'楼主': 'ms07h8', '标题': '宁明机场开始动工启用了', '发表时间': '2020-03-20 22:42', '回复': '100'}\n",
      "{'楼主': 'yinruowen', '标题': '阿帕奇不是只有长弓——没有长弓一样有灵魂', '发表时间': '2020-06-29 10:53', '回复': '0'}\n",
      "{'楼主': 'yinruowen', '标题': '阿帕奇不是只有长弓——没有长弓一样有灵魂', '发表时间': '2020-06-29 10:52', '回复': '0'}\n",
      "{'楼主': '张张张啊', '标题': '女飞飞', '发表时间': '2020-06-26 16:04', '回复': '47'}\n",
      "{'楼主': '1397216', '标题': '俄白乌三国军事游part 8----乌克兰基辅航空博物馆（附乌克兰空军信息，亮点图22M）', '发表时间': '2019-06-26 17:43', '回复': '48'}\n",
      "{'楼主': '1397216', '标题': '俄白乌三国军事游part 10--莫斯科莫妮诺空军博物馆（多图大图）', '发表时间': '2019-08-29 12:30', '回复': '48'}\n",
      "{'楼主': 'wuxi757', '标题': '首见天燕格斗弹仰射', '发表时间': '2020-06-26 19:26', '回复': '101'}\n",
      "{'楼主': '悍马骑士', '标题': '伊朗展示霍达德3防空导弹系统和生产线', '发表时间': '2020-06-21 14:52', '回复': '93'}\n",
      "{'楼主': '^O^临时工', '标题': '以目前中国实力藏南禁空实现概率多大？', '发表时间': '2020-06-27 11:57', '回复': '28'}\n",
      "{'楼主': '米格-21', '标题': '现代先进机载红外探测跟踪设备能否为中距空空导弹的发射获取目标数据', '发表时间': '2020-03-21 02:43', '回复': '62'}\n",
      "{'楼主': 'wuxi757', '标题': '来源微博，据说台湾网友6/22拍到高清视频', '发表时间': '2020-06-22 19:53', '回复': '78'}\n",
      "{'楼主': 'wuxi757', '标题': '我们的歼16电子战机有这么强吗？', '发表时间': '2020-06-27 18:29', '回复': '70'}\n",
      "{'楼主': 'xcl9905', '标题': '苏57换装30发动机及电驱动拟2022年启动', '发表时间': '2020-06-26 11:28', '回复': '83'}\n",
      "{'楼主': 'aptg', '标题': '瑞典国防部长说瑞典将开始研发下一代战斗机', '发表时间': '2020-06-19 21:25', '回复': '84'}\n",
      "{'楼主': '陈汤2100', '标题': '军改后军事建设的几点建议', '发表时间': '2020-06-28 11:02', '回复': '14'}\n",
      "{'楼主': 'tshengbox', '标题': '红9B的极速6马赫在大气层末端防空弹里面速度是不是算很高了？', '发表时间': '2020-06-28 17:29', '回复': '11'}\n",
      "{'楼主': '枪狼', '标题': '俄公司计划大规模出口苏-57战斗机ZT', '发表时间': '2020-06-18 16:06', '回复': '85'}\n",
      "{'楼主': None, '标题': None, '发表时间': None, '回复': None}\n",
      "{'楼主': 'hugh8504', '标题': '端午前上班摸鱼，写个军援北棒空军的感想', '发表时间': '2020-06-24 11:41', '回复': '104'}\n",
      "{'楼主': '悍马骑士', '标题': '老照片：F-16挂导弹 1984', '发表时间': '2020-06-25 15:36', '回复': '5'}\n",
      "{'楼主': 'caster5', '标题': '轰炸归来的英国哈利法克斯轰炸机， 机舱被防空炮火打的千疮百孔', '发表时间': '2020-06-23 21:47', '回复': '20'}\n",
      "{'楼主': '长乐未央08', '标题': '大疆的部分无人机型号被禁出口了吧？如何保障它民用型号以上的无人机发展？', '发表时间': '2020-06-26 17:43', '回复': '2'}\n",
      "{'楼主': 'ta15201', '标题': '阿尔巴尼亚空军的这架乌米格-15比斯成色还行吧？', '发表时间': '2020-06-11 15:20', '回复': '14'}\n",
      "{'楼主': 'wuxi757', '标题': '凶猛一如既往', '发表时间': '2020-06-26 11:10', '回复': '26'}\n",
      "{'楼主': '54huohai', '标题': '【讨论一下】装备专职攻击机是否要比武直更好？', '发表时间': '2020-05-31 20:48', '回复': '152'}\n",
      "{'楼主': '20192020', '标题': '面对印度，一旦空战，咱们的机场够吗？', '发表时间': '2020-06-23 21:53', '回复': '82'}\n",
      "{'楼主': 'wuxi757', '标题': '亚洲首位米格29女飞行员叶晓盈', '发表时间': '2020-06-25 19:44', '回复': '72'}\n",
      "{'楼主': '水下厂影', '标题': '请教关于r11/wp7/13的问题', '发表时间': '2020-06-27 00:03', '回复': '4'}\n",
      "{'楼主': 'caster5', '标题': '粗纹水彩，百年皇家空军。', '发表时间': '2020-06-25 22:05', '回复': '3'}\n",
      "{'楼主': '飞龙宝宝', '标题': '说机场不够的看看大象漫步', '发表时间': '2020-06-25 17:10', '回复': '31'}\n",
      "{'楼主': '花千骨', '标题': '自2011年至今已经整整9年了', '发表时间': '2020-02-28 07:03', '回复': '685'}\n",
      "{'楼主': 'punkbright', '标题': '问个小白问题：一旦台海有事，会打驻韩驻日美军基地吗', '发表时间': '2020-06-13 18:53', '回复': '101'}\n",
      "{'楼主': '20192020', '标题': '打印三大机场', '发表时间': '2020-06-26 18:11', '回复': '7'}\n",
      "{'楼主': '云上铁翼', '标题': '一大堆粽子。。。', '发表时间': '2020-06-25 15:56', '回复': '12'}\n",
      "{'楼主': 'xcl9905', '标题': '看到我们搞歼31，俄也想搞一款转型歼击机。', '发表时间': '2020-04-18 17:43', '回复': '119'}\n",
      "{'楼主': '中国睡教教主', '标题': '祝贺！空军第11批女飞行学员完成首次编队单飞', '发表时间': '2020-06-19 17:03', '回复': '51'}\n",
      "{'楼主': '省油不省功', '标题': '打掉印军在西线的空中优势！', '发表时间': '2020-06-23 19:51', '回复': '141'}\n",
      "{'楼主': '军事与科技粉', '标题': '空军的A射b导？现实并不存在！', '发表时间': '2020-06-23 12:02', '回复': '145'}\n",
      "{'楼主': '悍马骑士', '标题': '女汉子出品：莫斯科的空中阅兵', '发表时间': '2020-06-25 16:40', '回复': '18'}\n",
      "{'楼主': 'wuxi757', '标题': '台湾勇鹰高教机，就靠这个解决后座高度问题', '发表时间': '2020-06-26 07:05', '回复': '18'}\n",
      "{'楼主': '帅气逼人的陈独秀', '标题': '迫不及待！日空自几架F35就与美军搞起了大象漫步', '发表时间': '2020-06-23 22:27', '回复': '22'}\n",
      "{'楼主': 'J20E', '标题': '如果弯弯也派飞机窜访大陆来袭扰，我们会如何处置？', '发表时间': '2020-06-15 16:15', '回复': '123'}\n",
      "{'楼主': '番茄蛋饭2002', '标题': '个人判断，涡扇15还没有上歼20试飞，而是在歼11B歼16试飞', '发表时间': '2020-05-27 18:27', '回复': '165'}\n",
      "{'楼主': '大墨鱼', '标题': '空军搜救 Z-8K', '发表时间': '2020-06-17 18:19', '回复': '32'}\n",
      "{'楼主': '超大旁观者', '标题': '斯堪的纳维亚F-16特殊版涂装，与美苏大型飞机共舞', '发表时间': '2020-06-26 01:15', '回复': '6'}\n",
      "{'楼主': 'iamLT', '标题': '换了硬盘整理老照片，突然发现这是不是中、美、俄三国大运唯一一次同场', '发表时间': '2020-06-13 10:27', '回复': '32'}\n",
      "{'楼主': '飞龙宝宝', '标题': '印度50多个机场什么水平', '发表时间': '2020-06-20 05:43', '回复': '122'}\n",
      "{'楼主': '等待是种境界', '标题': '这是什么型号？多架战斗机在拉达克上空巡逻', '发表时间': '2020-06-25 20:37', '回复': '15'}\n",
      "{'楼主': 'caster5', '标题': '今天端午，鹰酱也到处忙活。', '发表时间': '2020-06-25 21:47', '回复': '4'}\n",
      "{'楼主': 'yinruowen', '标题': '浅谈一下飞机的辅助动力单元（APU）及应急动力单元（EPU）', '发表时间': '2020-06-25 15:51', '回复': '12'}\n",
      "{'楼主': 'yinruowen', '标题': '浅谈飞机上的电动静液动作器（EHA）与机电动作器（EMA）', '发表时间': '2020-06-24 16:47', '回复': '36'}\n",
      "{'楼主': 'Covefe', '标题': '太行版的歼20恐怕不是个过渡型号', '发表时间': '2020-06-22 15:29', '回复': '85'}\n",
      "{'楼主': 'JIERBANGYING', '标题': '米二直升机的难度如何？我国在60到70年代能否仿制？', '发表时间': '2020-06-09 07:07', '回复': '25'}\n",
      "{'楼主': '等待是种境界', '标题': '今日，台湾的“勇鹰”试飞12分钟，就全球最先进啊？', '发表时间': '2020-06-22 22:45', '回复': '56'}\n",
      "{'楼主': 'myleone', '标题': '聊聊80年代中国引进的西方武器和技术。', '发表时间': '2020-06-11 06:21', '回复': '253'}\n",
      "{'楼主': '大光', '标题': '架空——轰95K', '发表时间': '2020-06-23 21:25', '回复': '47'}\n",
      "{'楼主': '屹立东方', '标题': '俄罗斯媒体6月22日消息，印度军方一架“北极星”直升机……', '发表时间': '2020-06-23 08:01', '回复': '53'}\n",
      "{'楼主': 'wuxi757', '标题': '来源微博：请各位大虾研判', '发表时间': '2020-06-24 11:18', '回复': '65'}\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-06-29 21:26:48 [scrapy.utils.log] INFO: Scrapy 2.1.0 started (bot: cjdby)\n",
      "2020-06-29 21:26:48 [scrapy.utils.log] INFO: Versions: lxml 4.4.2.0, libxml2 2.9.5, cssselect 1.1.0, parsel 1.6.0, w3lib 1.21.0, Twisted 20.3.0, Python 3.6.6 (v3.6.6:4cf1f54eb7, Jun 27 2018, 03:37:03) [MSC v.1900 64 bit (AMD64)], pyOpenSSL 19.1.0 (OpenSSL 1.1.1g  21 Apr 2020), cryptography 2.9.2, Platform Windows-10-10.0.18362-SP0\n",
      "2020-06-29 21:26:48 [scrapy.utils.log] DEBUG: Using reactor: twisted.internet.selectreactor.SelectReactor\n",
      "2020-06-29 21:26:48 [scrapy.crawler] INFO: Overridden settings:\n",
      "{'BOT_NAME': 'cjdby',\n",
      " 'NEWSPIDER_MODULE': 'cjdby.spiders',\n",
      " 'SPIDER_MODULES': ['cjdby.spiders']}\n",
      "2020-06-29 21:26:48 [scrapy.extensions.telnet] INFO: Telnet Password: 0e0203eec964f89f\n",
      "2020-06-29 21:26:48 [scrapy.middleware] INFO: Enabled extensions:\n",
      "['scrapy.extensions.corestats.CoreStats',\n",
      " 'scrapy.extensions.telnet.TelnetConsole',\n",
      " 'scrapy.extensions.logstats.LogStats']\n",
      "2020-06-29 21:26:50 [scrapy.middleware] INFO: Enabled downloader middlewares:\n",
      "['scrapy.downloadermiddlewares.httpauth.HttpAuthMiddleware',\n",
      " 'scrapy.downloadermiddlewares.downloadtimeout.DownloadTimeoutMiddleware',\n",
      " 'scrapy.downloadermiddlewares.defaultheaders.DefaultHeadersMiddleware',\n",
      " 'scrapy.downloadermiddlewares.useragent.UserAgentMiddleware',\n",
      " 'scrapy.downloadermiddlewares.retry.RetryMiddleware',\n",
      " 'scrapy.downloadermiddlewares.redirect.MetaRefreshMiddleware',\n",
      " 'scrapy.downloadermiddlewares.httpcompression.HttpCompressionMiddleware',\n",
      " 'scrapy.downloadermiddlewares.redirect.RedirectMiddleware',\n",
      " 'scrapy.downloadermiddlewares.cookies.CookiesMiddleware',\n",
      " 'scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware',\n",
      " 'scrapy.downloadermiddlewares.stats.DownloaderStats']\n",
      "2020-06-29 21:26:50 [scrapy.middleware] INFO: Enabled spider middlewares:\n",
      "['scrapy.spidermiddlewares.httperror.HttpErrorMiddleware',\n",
      " 'scrapy.spidermiddlewares.offsite.OffsiteMiddleware',\n",
      " 'scrapy.spidermiddlewares.referer.RefererMiddleware',\n",
      " 'scrapy.spidermiddlewares.urllength.UrlLengthMiddleware',\n",
      " 'scrapy.spidermiddlewares.depth.DepthMiddleware']\n",
      "2020-06-29 21:26:50 [scrapy.middleware] INFO: Enabled item pipelines:\n",
      "[]\n",
      "2020-06-29 21:26:50 [scrapy.core.engine] INFO: Spider opened\n",
      "2020-06-29 21:26:50 [scrapy.extensions.logstats] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min)\n",
      "2020-06-29 21:26:50 [scrapy.extensions.telnet] INFO: Telnet console listening on 127.0.0.1:6023\n",
      "2020-06-29 21:26:50 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://lt.cjdby.net/forum-4-1.html> (referer: None)\n",
      "2020-06-29 21:26:51 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://lt.cjdby.net/forum-4-3.html> (referer: None)\n",
      "2020-06-29 21:26:52 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://lt.cjdby.net/forum-4-5.html> (referer: None)\n",
      "2020-06-29 21:26:53 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://lt.cjdby.net/forum-4-2.html> (referer: None)\n",
      "2020-06-29 21:26:54 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://lt.cjdby.net/forum-4-4.html> (referer: None)\n",
      "2020-06-29 21:26:54 [scrapy.core.engine] INFO: Closing spider (finished)\n",
      "2020-06-29 21:26:54 [scrapy.statscollectors] INFO: Dumping Scrapy stats:\n",
      "{'downloader/request_bytes': 1535,\n",
      " 'downloader/request_count': 5,\n",
      " 'downloader/request_method_count/GET': 5,\n",
      " 'downloader/response_bytes': 93555,\n",
      " 'downloader/response_count': 5,\n",
      " 'downloader/response_status_count/200': 5,\n",
      " 'elapsed_time_seconds': 4.374263,\n",
      " 'finish_reason': 'finished',\n",
      " 'finish_time': datetime.datetime(2020, 6, 29, 13, 26, 54, 383890),\n",
      " 'log_count/DEBUG': 5,\n",
      " 'log_count/INFO': 10,\n",
      " 'response_received_count': 5,\n",
      " 'scheduler/dequeued': 5,\n",
      " 'scheduler/dequeued/memory': 5,\n",
      " 'scheduler/enqueued': 5,\n",
      " 'scheduler/enqueued/memory': 5,\n",
      " 'start_time': datetime.datetime(2020, 6, 29, 13, 26, 50, 9627)}\n",
      "2020-06-29 21:26:54 [scrapy.core.engine] INFO: Spider closed (finished)\n"
     ]
    }
   ],
   "source": [
    "! scrapy crawl cjdby_spider"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '华夏本尊',\n",
       "  '标题': '沉痛哀悼原海军版主slayerhuahua！！！',\n",
       "  '发表时间': '2020-06-24 21:57',\n",
       "  '访客': '137112',\n",
       "  '回复': '1303'},\n",
       " {'楼主': '无影侠SUPER',\n",
       "  '标题': '【空版版务通告】新人必读、回帖必看，望空版会员遵守，共同维护空版讨论环境',\n",
       "  '发表时间': '2016-03-16 05:24',\n",
       "  '访客': '679300',\n",
       "  '回复': '2'},\n",
       " {'楼主': '蓝军部队参谋长',\n",
       "  '标题': '枭龙B3vs幻影2000',\n",
       "  '发表时间': '2020-06-29 09:05',\n",
       "  '访客': '8490',\n",
       "  '回复': '79'},\n",
       " {'楼主': '坚守阵地',\n",
       "  '标题': '论涡扇15',\n",
       "  '发表时间': '2020-06-23 08:17',\n",
       "  '访客': '18894',\n",
       "  '回复': '92'},\n",
       " {'楼主': '红色联合舰队',\n",
       "  '标题': '说伊朗空军看不上J10是在被困在旧思维里出不来了',\n",
       "  '发表时间': '2020-06-29 00:50',\n",
       "  '访客': '15630',\n",
       "  '回复': '165'},\n",
       " {'楼主': 'soulvici',\n",
       "  '标题': '三哥买的阵风将于7月27日首批6架到货',\n",
       "  '发表时间': '2020-06-29 17:16',\n",
       "  '访客': '10020',\n",
       "  '回复': '117'},\n",
       " {'楼主': '杀生丸123',\n",
       "  '标题': '新型战机2021年首飞',\n",
       "  '发表时间': '2020-06-29 21:36',\n",
       "  '访客': '25446',\n",
       "  '回复': '161'},\n",
       " {'楼主': 'jmr_gy',\n",
       "  '标题': '新歼十要出来了？',\n",
       "  '发表时间': '2020-06-26 13:50',\n",
       "  '访客': '27156',\n",
       "  '回复': '51'},\n",
       " {'楼主': '中型航母',\n",
       "  '标题': 'v22鱼鹰发动机布局是否存在先天问题？',\n",
       "  '发表时间': '2020-06-20 16:45',\n",
       "  '访客': '9510',\n",
       "  '回复': '167'},\n",
       " {'楼主': '历史小白',\n",
       "  '标题': '美机穿台时，我军可模仿以色列坑俄国一样坑一下美国么？',\n",
       "  '发表时间': '2020-06-29 11:04',\n",
       "  '访客': '3084',\n",
       "  '回复': '15'},\n",
       " {'楼主': '向量3074',\n",
       "  '标题': '安22运输机下落统计',\n",
       "  '发表时间': '2020-06-30 09:00',\n",
       "  '访客': '680',\n",
       "  '回复': '7'},\n",
       " {'楼主': '配合公差',\n",
       "  '标题': 'A4天鹰的飞行性能到底如何',\n",
       "  '发表时间': '2020-06-28 11:38',\n",
       "  '访客': '4716',\n",
       "  '回复': '72'},\n",
       " {'楼主': 'noahhanfzh',\n",
       "  '标题': '盘点ARJ21的交付情况',\n",
       "  '发表时间': '2020-06-29 07:54',\n",
       "  '访客': '8184',\n",
       "  '回复': '74'},\n",
       " {'楼主': 'zhupower',\n",
       "  '标题': '有人可惜运10可是斯贝也很可惜',\n",
       "  '发表时间': '2020-06-23 16:40',\n",
       "  '访客': '14304',\n",
       "  '回复': '483'},\n",
       " {'楼主': 'playfish',\n",
       "  '标题': '自从用上了挤压工艺，太行寿命直追美帝了',\n",
       "  '发表时间': '2020-06-28 21:30',\n",
       "  '访客': '25116',\n",
       "  '回复': '109'},\n",
       " {'楼主': '飞龙宝宝',\n",
       "  '标题': '知道闪电战么？吹印度的',\n",
       "  '发表时间': '2020-06-29 16:27',\n",
       "  '访客': '4512',\n",
       "  '回复': '26'},\n",
       " {'楼主': '米格-21',\n",
       "  '标题': '现代先进机载红外探测跟踪设备能否为中距空空导弹的发射获取目标数据',\n",
       "  '发表时间': '2020-03-21 02:43',\n",
       "  '访客': '3696',\n",
       "  '回复': '65'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '其实歼15电应该也属于新一代战斗机吧？',\n",
       "  '发表时间': '2020-06-30 08:16',\n",
       "  '访客': '1452',\n",
       "  '回复': '17'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '看看俄国空军战机的拦截手法',\n",
       "  '发表时间': '2020-06-29 23:01',\n",
       "  '访客': '2064',\n",
       "  '回复': '16'},\n",
       " {'楼主': 'JIERBANGYING',\n",
       "  '标题': '70年代末用涡浆6和涡喷7-13凑出这几种飞机是个啥水平的空军？',\n",
       "  '发表时间': '2020-06-30 06:15',\n",
       "  '访客': '628',\n",
       "  '回复': '7'},\n",
       " {'楼主': 'wsmyr2007',\n",
       "  '标题': '又见黄皮歼20',\n",
       "  '发表时间': '2020-06-28 13:31',\n",
       "  '访客': '29400',\n",
       "  '回复': '92'},\n",
       " {'楼主': 'ss2302',\n",
       "  '标题': '台湾的野战防空',\n",
       "  '发表时间': '2019-12-24 23:40',\n",
       "  '访客': '20526',\n",
       "  '回复': '62'},\n",
       " {'楼主': 'sunmingchi',\n",
       "  '标题': '俄军试验用苏57战机控制苏35机群协同作战',\n",
       "  '发表时间': '2020-06-30 08:32',\n",
       "  '访客': '420',\n",
       "  '回复': '8'},\n",
       " {'楼主': 'laoe',\n",
       "  '标题': '咱们前线对地支援该怎么搞？',\n",
       "  '发表时间': '2020-06-29 08:51',\n",
       "  '访客': '4002',\n",
       "  '回复': '73'},\n",
       " {'楼主': '向量3074',\n",
       "  '标题': '运10造了几架',\n",
       "  '发表时间': '2020-06-21 23:15',\n",
       "  '访客': '20730',\n",
       "  '回复': '561'},\n",
       " {'楼主': '祝融星',\n",
       "  '标题': 'F35有彩色隐身涂料？垂尾上是什么图案？',\n",
       "  '发表时间': '2020-06-30 09:59',\n",
       "  '访客': '160',\n",
       "  '回复': '0'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '开飞机的女孩',\n",
       "  '发表时间': '2020-06-29 16:43',\n",
       "  '访客': '4104',\n",
       "  '回复': '17'},\n",
       " {'楼主': 'LeeTang',\n",
       "  '标题': '隔壁论文证明，歼20/F22战力远超F35',\n",
       "  '发表时间': '2020-06-23 10:50',\n",
       "  '访客': '22770',\n",
       "  '回复': '179'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '俄防空部队接收新型S-350防空导弹系统',\n",
       "  '发表时间': '2020-02-27 09:22',\n",
       "  '访客': '5328',\n",
       "  '回复': '33'},\n",
       " {'楼主': 'zhupower',\n",
       "  '标题': '斯贝项目亲历者回忆',\n",
       "  '发表时间': '2020-06-29 20:11',\n",
       "  '访客': '1248',\n",
       "  '回复': '7'},\n",
       " {'楼主': '张起灵',\n",
       "  '标题': '有谁能说说阿三飞行员的整体素质',\n",
       "  '发表时间': '2020-06-18 21:01',\n",
       "  '访客': '24504',\n",
       "  '回复': '218'},\n",
       " {'楼主': 'wi0001',\n",
       "  '标题': '三哥买的S400和我们的有何不同？不怕被干扰吗？',\n",
       "  '发表时间': '2020-06-28 10:22',\n",
       "  '访客': '9918',\n",
       "  '回复': '79'},\n",
       " {'楼主': 'JIERBANGYING',\n",
       "  '标题': 'F105为啥航程载弹那么猛，结构设计的问题吗？',\n",
       "  '发表时间': '2020-06-29 22:10',\n",
       "  '访客': '2370',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'swshs',\n",
       "  '标题': '运20的起飞系数不高',\n",
       "  '发表时间': '2020-06-29 14:44',\n",
       "  '访客': '6144',\n",
       "  '回复': '42'},\n",
       " {'楼主': '19881017mc',\n",
       "  '标题': '中印边境决胜关键力量应该不在地面而在空中',\n",
       "  '发表时间': '2020-06-25 20:04',\n",
       "  '访客': '10020',\n",
       "  '回复': '121'},\n",
       " {'楼主': '隐形大侦探',\n",
       "  '标题': '原来 黎阳的三代中等推力生产线还没有完成 ws13？ws13e？',\n",
       "  '发表时间': '2020-04-21 09:39',\n",
       "  '访客': '13794',\n",
       "  '回复': '67'},\n",
       " {'楼主': 'willingpower',\n",
       "  '标题': 'ARJ21在6月28日同时交付三大航',\n",
       "  '发表时间': '2020-06-23 10:01',\n",
       "  '访客': '23124',\n",
       "  '回复': '198'},\n",
       " {'楼主': '等待是种境界',\n",
       "  '标题': '印媒认知的解放军空军',\n",
       "  '发表时间': '2020-06-28 14:27',\n",
       "  '访客': '27972',\n",
       "  '回复': '89'},\n",
       " {'楼主': '蛋蛋的无奈',\n",
       "  '标题': '咱们国家的J20到底有多少架了 ？',\n",
       "  '发表时间': '2020-06-26 14:14',\n",
       "  '访客': '26238',\n",
       "  '回复': '124'},\n",
       " {'楼主': '等待是种境界',\n",
       "  '标题': '印度空军在役军机型号、数量',\n",
       "  '发表时间': '2020-06-28 15:10',\n",
       "  '访客': '8898',\n",
       "  '回复': '97'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '就算是头猪，也比你肥电干的还要好。',\n",
       "  '发表时间': '2020-06-17 20:03',\n",
       "  '访客': '12468',\n",
       "  '回复': '34'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'NIRGUN',\n",
       "  '标题': '官泄歼-16疑似具有A射B导能力',\n",
       "  '发表时间': '2020-06-05 20:49',\n",
       "  '访客': '43476',\n",
       "  '回复': '278'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '我们的战斗双座机人员配置和美帝的差别',\n",
       "  '发表时间': '2020-06-20 12:06',\n",
       "  '访客': '12264',\n",
       "  '回复': '83'},\n",
       " {'楼主': 'lzneng',\n",
       "  '标题': '中简科技的zt7碳纤维基本被军用包圆了',\n",
       "  '发表时间': '2020-06-22 23:19',\n",
       "  '访客': '22056',\n",
       "  '回复': '67'},\n",
       " {'楼主': 'chentianhua',\n",
       "  '标题': 'B21来了，中国用什么应对？',\n",
       "  '发表时间': '2020-03-19 07:59',\n",
       "  '访客': '47658',\n",
       "  '回复': '256'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '14:56   2020/06/26  己进入常态化',\n",
       "  '发表时间': '2020-06-26 15:27',\n",
       "  '访客': '20832',\n",
       "  '回复': '48'},\n",
       " {'楼主': '北京富爷7343',\n",
       "  '标题': '歼11B换发照',\n",
       "  '发表时间': '2020-05-14 20:20',\n",
       "  '访客': '77580',\n",
       "  '回复': '306'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '迪拜上空的“雄猫”',\n",
       "  '发表时间': '2020-06-27 16:57',\n",
       "  '访客': '1554',\n",
       "  '回复': '6'},\n",
       " {'楼主': '大墨鱼',\n",
       "  '标题': '空降兵 Z-10K/Z-9WZ',\n",
       "  '发表时间': '2020-06-17 17:39',\n",
       "  '访客': '25524',\n",
       "  '回复': '94'},\n",
       " {'楼主': 'chentianhua',\n",
       "  '标题': '空警500已经这么好了，未来的运20预警机得有多好？',\n",
       "  '发表时间': '2020-05-11 19:25',\n",
       "  '访客': '31338',\n",
       "  '回复': '192'},\n",
       " {'楼主': 'andreigmail',\n",
       "  '标题': '援助朝鲜空军',\n",
       "  '发表时间': '2020-06-10 13:30',\n",
       "  '访客': '44802',\n",
       "  '回复': '436'},\n",
       " {'楼主': 'xcl9905',\n",
       "  '标题': '胜利日阅兵的Su57',\n",
       "  '发表时间': '2020-06-25 11:08',\n",
       "  '访客': '7164',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'shen011206',\n",
       "  '标题': '能不能考虑研发大量低成本的无人预警机？',\n",
       "  '发表时间': '2020-06-25 08:42',\n",
       "  '访客': '2778',\n",
       "  '回复': '38'},\n",
       " {'楼主': 'Spurs21',\n",
       "  '标题': '请教F-15各个系列的装备情况',\n",
       "  '发表时间': '2020-06-25 17:31',\n",
       "  '访客': '2166',\n",
       "  '回复': '29'},\n",
       " {'楼主': 'hugh8504',\n",
       "  '标题': '端午前上班摸鱼，写个军援北棒空军的感想',\n",
       "  '发表时间': '2020-06-24 11:41',\n",
       "  '访客': '7980',\n",
       "  '回复': '104'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：F-16挂导弹 1984',\n",
       "  '发表时间': '2020-06-25 15:36',\n",
       "  '访客': '2166',\n",
       "  '回复': '5'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '轰炸归来的英国哈利法克斯轰炸机， 机舱被防空炮火打的千疮百孔',\n",
       "  '发表时间': '2020-06-23 21:47',\n",
       "  '访客': '6552',\n",
       "  '回复': '20'},\n",
       " {'楼主': '长乐未央08',\n",
       "  '标题': '大疆的部分无人机型号被禁出口了吧？如何保障它民用型号以上的无人机发展？',\n",
       "  '发表时间': '2020-06-26 17:43',\n",
       "  '访客': '1860',\n",
       "  '回复': '2'},\n",
       " {'楼主': 'ta15201',\n",
       "  '标题': '阿尔巴尼亚空军的这架乌米格-15比斯成色还行吧？',\n",
       "  '发表时间': '2020-06-11 15:20',\n",
       "  '访客': '4920',\n",
       "  '回复': '14'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '凶猛一如既往',\n",
       "  '发表时间': '2020-06-26 11:10',\n",
       "  '访客': '12162',\n",
       "  '回复': '26'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '【讨论一下】装备专职攻击机是否要比武直更好？',\n",
       "  '发表时间': '2020-05-31 20:48',\n",
       "  '访客': '6450',\n",
       "  '回复': '152'},\n",
       " {'楼主': '20192020',\n",
       "  '标题': '面对印度，一旦空战，咱们的机场够吗？',\n",
       "  '发表时间': '2020-06-23 21:53',\n",
       "  '访客': '11550',\n",
       "  '回复': '82'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '亚洲首位米格29女飞行员叶晓盈',\n",
       "  '发表时间': '2020-06-25 19:44',\n",
       "  '访客': '15732',\n",
       "  '回复': '72'},\n",
       " {'楼主': '水下厂影',\n",
       "  '标题': '请教关于r11/wp7/13的问题',\n",
       "  '发表时间': '2020-06-27 00:03',\n",
       "  '访客': '836',\n",
       "  '回复': '4'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '粗纹水彩，百年皇家空军。',\n",
       "  '发表时间': '2020-06-25 22:05',\n",
       "  '访客': '1962',\n",
       "  '回复': '3'},\n",
       " {'楼主': '飞龙宝宝',\n",
       "  '标题': '说机场不够的看看大象漫步',\n",
       "  '发表时间': '2020-06-25 17:10',\n",
       "  '访客': '7572',\n",
       "  '回复': '31'},\n",
       " {'楼主': '花千骨',\n",
       "  '标题': '自2011年至今已经整整9年了',\n",
       "  '发表时间': '2020-02-28 07:03',\n",
       "  '访客': '115896',\n",
       "  '回复': '685'},\n",
       " {'楼主': 'punkbright',\n",
       "  '标题': '问个小白问题：一旦台海有事，会打驻韩驻日美军基地吗',\n",
       "  '发表时间': '2020-06-13 18:53',\n",
       "  '访客': '11244',\n",
       "  '回复': '101'},\n",
       " {'楼主': '20192020',\n",
       "  '标题': '打印三大机场',\n",
       "  '发表时间': '2020-06-26 18:11',\n",
       "  '访客': '2166',\n",
       "  '回复': '7'},\n",
       " {'楼主': '云上铁翼',\n",
       "  '标题': '一大堆粽子。。。',\n",
       "  '发表时间': '2020-06-25 15:56',\n",
       "  '访客': '9612',\n",
       "  '回复': '12'},\n",
       " {'楼主': 'xcl9905',\n",
       "  '标题': '看到我们搞歼31，俄也想搞一款转型歼击机。',\n",
       "  '发表时间': '2020-04-18 17:43',\n",
       "  '访客': '28074',\n",
       "  '回复': '119'},\n",
       " {'楼主': '中国睡教教主',\n",
       "  '标题': '祝贺！空军第11批女飞行学员完成首次编队单飞',\n",
       "  '发表时间': '2020-06-19 17:03',\n",
       "  '访客': '6756',\n",
       "  '回复': '51'},\n",
       " {'楼主': '省油不省功',\n",
       "  '标题': '打掉印军在西线的空中优势！',\n",
       "  '发表时间': '2020-06-23 19:51',\n",
       "  '访客': '17058',\n",
       "  '回复': '141'},\n",
       " {'楼主': '军事与科技粉',\n",
       "  '标题': '空军的A射b导？现实并不存在！',\n",
       "  '发表时间': '2020-06-23 12:02',\n",
       "  '访客': '9816',\n",
       "  '回复': '145'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '女汉子出品：莫斯科的空中阅兵',\n",
       "  '发表时间': '2020-06-25 16:40',\n",
       "  '访客': '2676',\n",
       "  '回复': '18'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '台湾勇鹰高教机，就靠这个解决后座高度问题',\n",
       "  '发表时间': '2020-06-26 07:05',\n",
       "  '访客': '3594',\n",
       "  '回复': '18'},\n",
       " {'楼主': '帅气逼人的陈独秀',\n",
       "  '标题': '迫不及待！日空自几架F35就与美军搞起了大象漫步',\n",
       "  '发表时间': '2020-06-23 22:27',\n",
       "  '访客': '6246',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'J20E',\n",
       "  '标题': '如果弯弯也派飞机窜访大陆来袭扰，我们会如何处置？',\n",
       "  '发表时间': '2020-06-15 16:15',\n",
       "  '访客': '20118',\n",
       "  '回复': '123'},\n",
       " {'楼主': '番茄蛋饭2002',\n",
       "  '标题': '个人判断，涡扇15还没有上歼20试飞，而是在歼11B歼16试飞',\n",
       "  '发表时间': '2020-05-27 18:27',\n",
       "  '访客': '28890',\n",
       "  '回复': '165'},\n",
       " {'楼主': '大墨鱼',\n",
       "  '标题': '空军搜救 Z-8K',\n",
       "  '发表时间': '2020-06-17 18:19',\n",
       "  '访客': '8694',\n",
       "  '回复': '32'},\n",
       " {'楼主': '超大旁观者',\n",
       "  '标题': '斯堪的纳维亚F-16特殊版涂装，与美苏大型飞机共舞',\n",
       "  '发表时间': '2020-06-26 01:15',\n",
       "  '访客': '1962',\n",
       "  '回复': '6'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'yinruowen',\n",
       "  '标题': '阿帕奇不是只有长弓——没有长弓一样有灵魂',\n",
       "  '发表时间': '2020-06-29 10:53',\n",
       "  '访客': '1044',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'yinruowen',\n",
       "  '标题': '阿帕奇不是只有长弓——没有长弓一样有灵魂',\n",
       "  '发表时间': '2020-06-29 10:52',\n",
       "  '访客': '732',\n",
       "  '回复': '0'},\n",
       " {'楼主': '张张张啊',\n",
       "  '标题': '女飞飞',\n",
       "  '发表时间': '2020-06-26 16:04',\n",
       "  '访客': '8184',\n",
       "  '回复': '47'},\n",
       " {'楼主': '1397216',\n",
       "  '标题': '俄白乌三国军事游part 8----乌克兰基辅航空博物馆（附乌克兰空军信息，亮点图22M）',\n",
       "  '发表时间': '2019-06-26 17:43',\n",
       "  '访客': '5430',\n",
       "  '回复': '48'},\n",
       " {'楼主': '1397216',\n",
       "  '标题': '俄白乌三国军事游part 10--莫斯科莫妮诺空军博物馆（多图大图）',\n",
       "  '发表时间': '2019-08-29 12:30',\n",
       "  '访客': '6450',\n",
       "  '回复': '48'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '首见天燕格斗弹仰射',\n",
       "  '发表时间': '2020-06-26 19:26',\n",
       "  '访客': '20016',\n",
       "  '回复': '101'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '伊朗展示霍达德3防空导弹系统和生产线',\n",
       "  '发表时间': '2020-06-21 14:52',\n",
       "  '访客': '12672',\n",
       "  '回复': '93'},\n",
       " {'楼主': '^O^临时工',\n",
       "  '标题': '以目前中国实力藏南禁空实现概率多大？',\n",
       "  '发表时间': '2020-06-27 11:57',\n",
       "  '访客': '7470',\n",
       "  '回复': '28'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '来源微博，据说台湾网友6/22拍到高清视频',\n",
       "  '发表时间': '2020-06-22 19:53',\n",
       "  '访客': '44292',\n",
       "  '回复': '78'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '我们的歼16电子战机有这么强吗？',\n",
       "  '发表时间': '2020-06-27 18:29',\n",
       "  '访客': '16650',\n",
       "  '回复': '70'},\n",
       " {'楼主': 'xcl9905',\n",
       "  '标题': '苏57换装30发动机及电驱动拟2022年启动',\n",
       "  '发表时间': '2020-06-26 11:28',\n",
       "  '访客': '6246',\n",
       "  '回复': '83'},\n",
       " {'楼主': 'aptg',\n",
       "  '标题': '瑞典国防部长说瑞典将开始研发下一代战斗机',\n",
       "  '发表时间': '2020-06-19 21:25',\n",
       "  '访客': '14100',\n",
       "  '回复': '84'},\n",
       " {'楼主': '陈汤2100',\n",
       "  '标题': '军改后军事建设的几点建议',\n",
       "  '发表时间': '2020-06-28 11:02',\n",
       "  '访客': '1962',\n",
       "  '回复': '14'},\n",
       " {'楼主': 'tshengbox',\n",
       "  '标题': '红9B的极速6马赫在大气层末端防空弹里面速度是不是算很高了？',\n",
       "  '发表时间': '2020-06-28 17:29',\n",
       "  '访客': '4104',\n",
       "  '回复': '11'},\n",
       " {'楼主': '枪狼',\n",
       "  '标题': '俄公司计划大规模出口苏-57战斗机ZT',\n",
       "  '发表时间': '2020-06-18 16:06',\n",
       "  '访客': '12774',\n",
       "  '回复': '85'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '中国空军轰六K赴西太平洋进行远海飞行训练',\n",
       "  '发表时间': '2020-06-28 16:57',\n",
       "  '访客': '5328',\n",
       "  '回复': '32'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '截击战斗机米格-31与客货机同框',\n",
       "  '发表时间': '2020-06-27 22:50',\n",
       "  '访客': '3492',\n",
       "  '回复': '13'},\n",
       " {'楼主': '狗熊二',\n",
       "  '标题': 'P波段战略预警雷达。有什么作用呢？',\n",
       "  '发表时间': '2020-06-28 08:30',\n",
       "  '访客': '2880',\n",
       "  '回复': '22'},\n",
       " {'楼主': '僵尸多补',\n",
       "  '标题': '北斗完成了，国产杰达姆炸弹何时大规模装备？',\n",
       "  '发表时间': '2020-06-25 13:57',\n",
       "  '访客': '21240',\n",
       "  '回复': '173'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '台媒：PLA在台湾省兰屿岛上空警告美国军机美军不得不无线电回音',\n",
       "  '发表时间': '2020-06-26 11:36',\n",
       "  '访客': '33480',\n",
       "  '回复': '73'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '战时加油机加运输机，平时拉拉首相当专机。',\n",
       "  '发表时间': '2020-06-27 23:17',\n",
       "  '访客': '3900',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'aptg',\n",
       "  '标题': '末代机扫和同时期PSEA性能对比如何？',\n",
       "  '发表时间': '2020-06-23 16:43',\n",
       "  '访客': '2268',\n",
       "  '回复': '18'},\n",
       " {'楼主': '青锋AA',\n",
       "  '标题': '云影的最近一次试飞',\n",
       "  '发表时间': '2020-06-27 15:15',\n",
       "  '访客': '15630',\n",
       "  '回复': '53'},\n",
       " {'楼主': '重感情的人',\n",
       "  '标题': '问个问题，咱们自己研制的歼16可以出口吗？',\n",
       "  '发表时间': '2020-06-27 09:41',\n",
       "  '访客': '10122',\n",
       "  '回复': '115'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '二战美军摄影师',\n",
       "  '发表时间': '2020-06-28 16:18',\n",
       "  '访客': '888',\n",
       "  '回复': '12'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '伊朗空军的科萨尔战斗机',\n",
       "  '发表时间': '2020-06-27 12:41',\n",
       "  '访客': '4716',\n",
       "  '回复': '39'},\n",
       " {'楼主': 'fox0815',\n",
       "  '标题': '关于航空打印可行性的分析与讨论',\n",
       "  '发表时间': '2020-06-28 10:40',\n",
       "  '访客': '940',\n",
       "  '回复': '10'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '咖喱的阿帕奇，现在战斗力如何？会给兔子前线造成多大影响?',\n",
       "  '发表时间': '2020-06-18 20:19',\n",
       "  '访客': '15222',\n",
       "  '回复': '94'},\n",
       " {'楼主': '配合公差',\n",
       "  '标题': 'F14超级熊猫成功服役的话会是最强三代机吗',\n",
       "  '发表时间': '2020-06-25 21:02',\n",
       "  '访客': '11856',\n",
       "  '回复': '173'},\n",
       " {'楼主': 'dzytc',\n",
       "  '标题': '沈阳巨响，嫌疑基本锁定',\n",
       "  '发表时间': '2020-06-24 18:12',\n",
       "  '访客': '29400',\n",
       "  '回复': '50'},\n",
       " {'楼主': 'undertable',\n",
       "  '标题': '关于空军一高专的疑惑，请教各位军史专家',\n",
       "  '发表时间': '2020-06-25 14:33',\n",
       "  '访客': '1044',\n",
       "  '回复': '6'},\n",
       " {'楼主': 'dzytc',\n",
       "  '标题': '听说一个蜂窝蒙皮的事情，已经无法具体证实了。',\n",
       "  '发表时间': '2020-06-24 18:26',\n",
       "  '访客': '14610',\n",
       "  '回复': '88'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': 'WW  IDF增删版勇鷹號成功正式首飛',\n",
       "  '发表时间': '2020-06-22 16:03',\n",
       "  '访客': '10632',\n",
       "  '回复': '74'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '设想运20瘦身拉长版——Y20S多用途平台（预警、加油、电子。。）',\n",
       "  '发表时间': '2020-03-05 17:55',\n",
       "  '访客': '17772',\n",
       "  '回复': '105'},\n",
       " {'楼主': '司马轻寒',\n",
       "  '标题': 'Fc-31这样挂载格斗单，对隐身影响大不大？',\n",
       "  '发表时间': '2020-06-26 17:18',\n",
       "  '访客': '7776',\n",
       "  '回复': '56'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '鹰酱的F22破相了，不知撞到什么东西了。',\n",
       "  '发表时间': '2020-06-26 00:10',\n",
       "  '访客': '15834',\n",
       "  '回复': '53'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '上海祟明东平森林公园里的一位“”老兵”',\n",
       "  '发表时间': '2020-06-28 00:35',\n",
       "  '访客': '2778',\n",
       "  '回复': '10'},\n",
       " {'楼主': '库兹涅佐夫上将',\n",
       "  '标题': '反正也是瞎扯系列：谈谈超音速轰炸机',\n",
       "  '发表时间': '2020-06-23 12:39',\n",
       "  '访客': '4104',\n",
       "  '回复': '52'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '放大~缩小~机身直径的难点是什么？',\n",
       "  '发表时间': '2020-06-17 12:16',\n",
       "  '访客': '6756',\n",
       "  '回复': '68'},\n",
       " {'楼主': 'aptg',\n",
       "  '标题': '日本人的F3似乎是想去搭暴风雨或美国六代机的便车',\n",
       "  '发表时间': '2020-06-25 15:44',\n",
       "  '访客': '3288',\n",
       "  '回复': '10'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'iamLT',\n",
       "  '标题': '换了硬盘整理老照片，突然发现这是不是中、美、俄三国大运唯一一次同场',\n",
       "  '发表时间': '2020-06-13 10:27',\n",
       "  '访客': '15222',\n",
       "  '回复': '32'},\n",
       " {'楼主': '飞龙宝宝',\n",
       "  '标题': '印度50多个机场什么水平',\n",
       "  '发表时间': '2020-06-20 05:43',\n",
       "  '访客': '21444',\n",
       "  '回复': '122'},\n",
       " {'楼主': '等待是种境界',\n",
       "  '标题': '这是什么型号？多架战斗机在拉达克上空巡逻',\n",
       "  '发表时间': '2020-06-25 20:37',\n",
       "  '访客': '5328',\n",
       "  '回复': '15'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '今天端午，鹰酱也到处忙活。',\n",
       "  '发表时间': '2020-06-25 21:47',\n",
       "  '访客': '4410',\n",
       "  '回复': '4'},\n",
       " {'楼主': 'yinruowen',\n",
       "  '标题': '浅谈一下飞机的辅助动力单元（APU）及应急动力单元（EPU）',\n",
       "  '发表时间': '2020-06-25 15:51',\n",
       "  '访客': '1146',\n",
       "  '回复': '12'},\n",
       " {'楼主': 'yinruowen',\n",
       "  '标题': '浅谈飞机上的电动静液动作器（EHA）与机电动作器（EMA）',\n",
       "  '发表时间': '2020-06-24 16:47',\n",
       "  '访客': '2370',\n",
       "  '回复': '36'},\n",
       " {'楼主': 'Covefe',\n",
       "  '标题': '太行版的歼20恐怕不是个过渡型号',\n",
       "  '发表时间': '2020-06-22 15:29',\n",
       "  '访客': '15936',\n",
       "  '回复': '85'},\n",
       " {'楼主': 'JIERBANGYING',\n",
       "  '标题': '米二直升机的难度如何？我国在60到70年代能否仿制？',\n",
       "  '发表时间': '2020-06-09 07:07',\n",
       "  '访客': '2370',\n",
       "  '回复': '25'},\n",
       " {'楼主': '等待是种境界',\n",
       "  '标题': '今日，台湾的“勇鹰”试飞12分钟，就全球最先进啊？',\n",
       "  '发表时间': '2020-06-22 22:45',\n",
       "  '访客': '15324',\n",
       "  '回复': '56'},\n",
       " {'楼主': 'myleone',\n",
       "  '标题': '聊聊80年代中国引进的西方武器和技术。',\n",
       "  '发表时间': '2020-06-11 06:21',\n",
       "  '访客': '22260',\n",
       "  '回复': '253'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '架空——轰95K',\n",
       "  '发表时间': '2020-06-23 21:25',\n",
       "  '访客': '8388',\n",
       "  '回复': '47'},\n",
       " {'楼主': '屹立东方',\n",
       "  '标题': '俄罗斯媒体6月22日消息，印度军方一架“北极星”直升机……',\n",
       "  '发表时间': '2020-06-23 08:01',\n",
       "  '访客': '14508',\n",
       "  '回复': '53'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '来源微博：请各位大虾研判',\n",
       "  '发表时间': '2020-06-24 11:18',\n",
       "  '访客': '27360',\n",
       "  '回复': '65'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：美军RF-4C鬼怪式侦察机集合 1981',\n",
       "  '发表时间': '2020-06-21 16:46',\n",
       "  '访客': '2268',\n",
       "  '回复': '17'},\n",
       " {'楼主': 'sunmingchi',\n",
       "  '标题': '韩国首款国产五代机KF-X将于年底前完成总装',\n",
       "  '发表时间': '2020-06-15 09:53',\n",
       "  '访客': '16752',\n",
       "  '回复': '124'},\n",
       " {'楼主': 'GTX970',\n",
       "  '标题': '为什么很多直升机只有半片水平尾翼？',\n",
       "  '发表时间': '2020-06-24 16:13',\n",
       "  '访客': '3390',\n",
       "  '回复': '12'},\n",
       " {'楼主': '之君',\n",
       "  '标题': '首次使用J20最理想的对手',\n",
       "  '发表时间': '2020-06-21 23:07',\n",
       "  '访客': '15732',\n",
       "  '回复': '83'},\n",
       " {'楼主': 'oldcaticu44',\n",
       "  '标题': '从新型风洞看中国战斗机的未来发展。',\n",
       "  '发表时间': '2020-06-25 12:30',\n",
       "  '访客': '1860',\n",
       "  '回复': '0'},\n",
       " {'楼主': '平民的世界',\n",
       "  '标题': '我们的空军打击山地目标，用什么机用什么弹呢？',\n",
       "  '发表时间': '2020-06-19 08:59',\n",
       "  '访客': '7470',\n",
       "  '回复': '65'},\n",
       " {'楼主': 'CVN80企业号',\n",
       "  '标题': '一个批次干了3个旅数量的飞机，这个神奇的02批次。。。',\n",
       "  '发表时间': '2020-06-12 19:53',\n",
       "  '访客': '40110',\n",
       "  '回复': '95'},\n",
       " {'楼主': 'CannonMa',\n",
       "  '标题': '在wallhaven看到一张好看的J20图',\n",
       "  '发表时间': '2020-06-23 17:14',\n",
       "  '访客': '13080',\n",
       "  '回复': '36'},\n",
       " {'楼主': 'yes413',\n",
       "  '标题': '求问个事，武直和运输直升机抗侧风抗坠毁能力哪型强？',\n",
       "  '发表时间': '2020-06-23 13:21',\n",
       "  '访客': '1146',\n",
       "  '回复': '6'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '俄罗斯奥尔洛夫卡2016航空节',\n",
       "  '发表时间': '2016-08-31 14:29',\n",
       "  '访客': '7180',\n",
       "  '回复': '29'},\n",
       " {'楼主': '鹿乡约',\n",
       "  '标题': '相控阵智能制造平台',\n",
       "  '发表时间': '2020-06-24 05:49',\n",
       "  '访客': '2064',\n",
       "  '回复': '8'},\n",
       " {'楼主': 'tonyget',\n",
       "  '标题': '航空发动机整机龙头，新老军用机型需求叠加',\n",
       "  '发表时间': '2020-06-23 17:01',\n",
       "  '访客': '2880',\n",
       "  '回复': '8'},\n",
       " {'楼主': 'ychx',\n",
       "  '标题': '草根设计师：总载弹量超过“利剑无人机3倍！是指哪型无人机 ？',\n",
       "  '发表时间': '2020-06-19 16:11',\n",
       "  '访客': '27156',\n",
       "  '回复': '148'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '从歼5——歼20.。。（中国歼击机图序）',\n",
       "  '发表时间': '2020-06-22 11:38',\n",
       "  '访客': '11040',\n",
       "  '回复': '74'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '女汉子出品：今天的莫斯科上空（6月20日）',\n",
       "  '发表时间': '2020-06-22 09:19',\n",
       "  '访客': '6756',\n",
       "  '回复': '39'},\n",
       " {'楼主': '乌里扬诺夫斯克',\n",
       "  '标题': '从“金头盔”到“天鹰杯”，他们的制胜秘诀是什么？',\n",
       "  '发表时间': '2020-06-18 19:32',\n",
       "  '访客': '16470',\n",
       "  '回复': '144'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '美日组机队在三泽基地进行“大象漫步”',\n",
       "  '发表时间': '2020-06-24 09:15',\n",
       "  '访客': '2778',\n",
       "  '回复': '10'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '高速摄影下，空空导弹延时点火。',\n",
       "  '发表时间': '2020-06-13 00:06',\n",
       "  '访客': '14304',\n",
       "  '回复': '62'},\n",
       " {'楼主': '月影1994',\n",
       "  '标题': 'Re.那谁又坠机了',\n",
       "  '发表时间': '2020-06-19 01:53',\n",
       "  '访客': '21104',\n",
       "  '回复': '46'},\n",
       " {'楼主': 'sunmingchi',\n",
       "  '标题': '苏-57战斗机将采用电驱动系统以取代液压系统',\n",
       "  '发表时间': '2020-06-17 11:18',\n",
       "  '访客': '5328',\n",
       "  '回复': '59'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '狗斗训练中，后座教官撕心裂肺的叫喊Kill it',\n",
       "  '发表时间': '2020-06-24 17:07',\n",
       "  '访客': '3084',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'dzytc',\n",
       "  '标题': '沈阳巨响，提供几条线索',\n",
       "  '发表时间': '2020-06-23 14:27',\n",
       "  '访客': '24402',\n",
       "  '回复': '63'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '消灭飞机的最好方法是直接消灭在地上。打印机我们有能力吗？',\n",
       "  '发表时间': '2020-06-23 22:28',\n",
       "  '访客': '2472',\n",
       "  '回复': '23'},\n",
       " {'楼主': 'kang999',\n",
       "  '标题': '高原蓝天下的白云，印度空军（1954~2008）',\n",
       "  '发表时间': '2019-02-01 14:51',\n",
       "  '访客': '11856',\n",
       "  '回复': '52'},\n",
       " {'楼主': 'pkuan',\n",
       "  '标题': '全球穿梭外交 运20最新改型关键优势被美紧盯',\n",
       "  '发表时间': '2020-06-23 15:34',\n",
       "  '访客': '5532',\n",
       "  '回复': '6'},\n",
       " {'楼主': 'weilai00',\n",
       "  '标题': 'J20大头贴一张',\n",
       "  '发表时间': '2020-06-22 20:36',\n",
       "  '访客': '10734',\n",
       "  '回复': '45'},\n",
       " {'楼主': 'geekbang',\n",
       "  '标题': '非常讨厌台湾媒体说PLA进入他们领空，这是台湾自己的问题。',\n",
       "  '发表时间': '2020-06-22 19:00',\n",
       "  '访客': '7368',\n",
       "  '回复': '33'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'Wjiangxin',\n",
       "  '标题': '需要尽快帮助巴基斯坦扩大空军实力牵制印度',\n",
       "  '发表时间': '2020-06-29 20:29',\n",
       "  '访客': '2982',\n",
       "  '回复': '48'},\n",
       " {'楼主': 'Mike183618',\n",
       "  '标题': '谁有这个运输机对比图的大图？',\n",
       "  '发表时间': '2020-06-29 13:32',\n",
       "  '访客': '4716',\n",
       "  '回复': '42'},\n",
       " {'楼主': 'ychx',\n",
       "  '标题': '转局座实锤了大蝙蝠？估计也快了！',\n",
       "  '发表时间': '2020-06-29 11:50',\n",
       "  '访客': '23586',\n",
       "  '回复': '64'},\n",
       " {'楼主': '米格-21',\n",
       "  '标题': '双方战斗机无代差情况下的超视距空战有何实用意义？',\n",
       "  '发表时间': '2020-06-28 23:13',\n",
       "  '访客': '2166',\n",
       "  '回复': '34'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '摩洛哥将购买24架阿帕奇直升机',\n",
       "  '发表时间': '2020-06-27 11:14',\n",
       "  '访客': '4920',\n",
       "  '回复': '36'},\n",
       " {'楼主': '萨达姆·侯赛因',\n",
       "  '标题': 'BBC：人类首次无人机战争 利比亚成中国武器试验场',\n",
       "  '发表时间': '2020-06-28 05:42',\n",
       "  '访客': '21240',\n",
       "  '回复': '120'},\n",
       " {'楼主': '10年军迷',\n",
       "  '标题': '正篇04——战斗机轰炸机预警机运输机加油机简单介绍最终版',\n",
       "  '发表时间': '2020-06-04 22:05',\n",
       "  '访客': '7768',\n",
       "  '回复': '38'},\n",
       " {'楼主': '歼20杠杆的',\n",
       "  '标题': '苏57飞控出现问题，有个铁杆非说是试飞员经验不足',\n",
       "  '发表时间': '2020-06-27 18:30',\n",
       "  '访客': '11550',\n",
       "  '回复': '165'},\n",
       " {'楼主': 'zzaa119',\n",
       "  '标题': '聚焦·近一年国内拟建碳纤维生产线超7.9万吨',\n",
       "  '发表时间': '2020-06-16 11:55',\n",
       "  '访客': '17262',\n",
       "  '回复': '100'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '“虎”式战斗机升级版！伊朗空军接装3架科萨战斗机',\n",
       "  '发表时间': '2020-06-26 08:47',\n",
       "  '访客': '11550',\n",
       "  '回复': '111'},\n",
       " {'楼主': 'ss2302',\n",
       "  '标题': '负重前行—伊朗国产飞机小记',\n",
       "  '发表时间': '2019-03-04 23:36',\n",
       "  '访客': '35418',\n",
       "  '回复': '169'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': 'ww继续广播驱离，中美军机今日再次同时现身台湾西南空域',\n",
       "  '发表时间': '2020-06-29 18:30',\n",
       "  '访客': '9000',\n",
       "  '回复': '29'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '参考 直-19 ，给直20或直18也来个“瘦身”10+吨级武直？',\n",
       "  '发表时间': '2020-06-24 12:42',\n",
       "  '访客': '9510',\n",
       "  '回复': '69'},\n",
       " {'楼主': '10年军迷',\n",
       "  '标题': '正篇01——空军装备统计最终版',\n",
       "  '发表时间': '2020-06-04 21:50',\n",
       "  '访客': '21138',\n",
       "  '回复': '88'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '军网大图：夜航前的检查',\n",
       "  '发表时间': '2020-06-29 21:27',\n",
       "  '访客': '1146',\n",
       "  '回复': '2'},\n",
       " {'楼主': '大墨鱼',\n",
       "  '标题': 'Y-20 新图',\n",
       "  '发表时间': '2018-05-08 20:27',\n",
       "  '访客': '52860',\n",
       "  '回复': '102'},\n",
       " {'楼主': '等待是种境界',\n",
       "  '标题': '关于穿越台岛，美军公布了一段视频',\n",
       "  '发表时间': '2020-06-27 22:53',\n",
       "  '访客': '13794',\n",
       "  '回复': '36'},\n",
       " {'楼主': '奥观海',\n",
       "  '标题': '【装备发展】美智库建议采购更多B-21等穿透型轰炸机，平衡防区内外打击能力',\n",
       "  '发表时间': '2020-06-29 10:14',\n",
       "  '访客': '1554',\n",
       "  '回复': '20'},\n",
       " {'楼主': 'rt12',\n",
       "  '标题': '微博上的运20发动机',\n",
       "  '发表时间': '2020-06-26 11:03',\n",
       "  '访客': '54742',\n",
       "  '回复': '211'},\n",
       " {'楼主': '帕拉贝鲁姆',\n",
       "  '标题': 'F35超音速1.2M巡航的挂载条件',\n",
       "  '发表时间': '2020-06-25 16:01',\n",
       "  '访客': '5940',\n",
       "  '回复': '68'},\n",
       " {'楼主': 'Wjiangxin',\n",
       "  '标题': '参考消息：印专家自吹空中力量“有优势”',\n",
       "  '发表时间': '2020-06-25 12:25',\n",
       "  '访客': '30114',\n",
       "  '回复': '262'},\n",
       " {'楼主': 'bzxcup1',\n",
       "  '标题': '印度新闻报导他们已经在拉达克前线部署了防空导弹',\n",
       "  '发表时间': '2020-06-27 21:34',\n",
       "  '访客': '11856',\n",
       "  '回复': '69'},\n",
       " {'楼主': '超大旁观者',\n",
       "  '标题': '青虎双风，以及同色涂装',\n",
       "  '发表时间': '2020-06-28 11:40',\n",
       "  '访客': '4002',\n",
       "  '回复': '18'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '「天行1号」高超音速飞行器 成功首飞。',\n",
       "  '发表时间': '2020-06-25 23:45',\n",
       "  '访客': '16140',\n",
       "  '回复': '38'},\n",
       " {'楼主': 'dzytc',\n",
       "  '标题': '卖房子了。。。好直接。。这是广告吗？必须弄死！',\n",
       "  '发表时间': '2020-06-27 18:33',\n",
       "  '访客': '15120',\n",
       "  '回复': '47'},\n",
       " {'楼主': 'moyin666666',\n",
       "  '标题': '看来WS-15还是遥遥无期',\n",
       "  '发表时间': '2020-05-25 01:10',\n",
       "  '访客': '38682',\n",
       "  '回复': '174'},\n",
       " {'楼主': 'dy017',\n",
       "  '标题': '歼十能挂载八中四近一油吗？',\n",
       "  '发表时间': '2020-06-16 14:06',\n",
       "  '访客': '15834',\n",
       "  '回复': '95'},\n",
       " {'楼主': 'cder_dh3uutc4',\n",
       "  '标题': '关于歼十表演机退役的探讨，该换了吧',\n",
       "  '发表时间': '2020-06-26 20:29',\n",
       "  '访客': '7368',\n",
       "  '回复': '63'},\n",
       " {'楼主': '和谐电3D',\n",
       "  '标题': '痛打三哥空军，可以有效震慑台湾反动势力',\n",
       "  '发表时间': '2020-06-29 08:46',\n",
       "  '访客': '1452',\n",
       "  '回复': '22'},\n",
       " {'楼主': '配合公差',\n",
       "  '标题': '超音速飞行必须需要航发拥有加力燃烧室吗',\n",
       "  '发表时间': '2020-06-29 15:36',\n",
       "  '访客': '576',\n",
       "  '回复': '9'},\n",
       " {'楼主': '16000吨大驱',\n",
       "  '标题': '倾转旋翼机vs高速直升机，哪个才是未来的方向？',\n",
       "  '发表时间': '2020-06-21 21:30',\n",
       "  '访客': '8898',\n",
       "  '回复': '105'},\n",
       " {'楼主': '僵尸多补',\n",
       "  '标题': '歼10有没有可能升级成五代机或者舰载机？',\n",
       "  '发表时间': '2020-06-28 19:42',\n",
       "  '访客': '1656',\n",
       "  '回复': '20'},\n",
       " {'楼主': '皮包公司',\n",
       "  '标题': '我国服役的喷气式发动机似乎到目前为止仍没有一种完全自主从0开始的型号',\n",
       "  '发表时间': '2020-06-28 19:07',\n",
       "  '访客': '8082',\n",
       "  '回复': '169'},\n",
       " {'楼主': '一如烟火',\n",
       "  '标题': '天蓬元帅发话了，不能让伊朗得到歼10',\n",
       "  '发表时间': '2020-06-24 14:19',\n",
       "  '访客': '44838',\n",
       "  '回复': '255'},\n",
       " {'楼主': '平行异面',\n",
       "  '标题': '用桨扇系统造多轴飞行器',\n",
       "  '发表时间': '2020-06-25 20:52',\n",
       "  '访客': '2778',\n",
       "  '回复': '52'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：苏联解体后 机场上的侦察机 1992',\n",
       "  '发表时间': '2020-06-28 15:23',\n",
       "  '访客': '3594',\n",
       "  '回复': '19'},\n",
       " {'楼主': '坚守阵地',\n",
       "  '标题': '矛盾论看歼20',\n",
       "  '发表时间': '2020-06-25 07:11',\n",
       "  '访客': '5022',\n",
       "  '回复': '21'},\n",
       " {'楼主': '大墨鱼',\n",
       "  '标题': 'H-6K 新图',\n",
       "  '发表时间': '2018-04-18 20:07',\n",
       "  '访客': '92946',\n",
       "  '回复': '267'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '假如出现了一种新型雷达让目前的隐形毫无意义，世界军机将会发生怎样的变化？',\n",
       "  '发表时间': '2020-06-09 10:21',\n",
       "  '访客': '3084',\n",
       "  '回复': '26'},\n",
       " {'楼主': 'ms07h8',\n",
       "  '标题': '宁明机场开始动工启用了',\n",
       "  '发表时间': '2020-03-20 22:42',\n",
       "  '访客': '21954',\n",
       "  '回复': '100'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'make未来战舰',\n",
       "  '标题': '这是啥呀',\n",
       "  '发表时间': '2020-06-20 16:54',\n",
       "  '访客': '9000',\n",
       "  '回复': '25'},\n",
       " {'楼主': '乌喵人',\n",
       "  '标题': '绕台密度越来越大，台军伴飞妥善率也越来越低.如果伴飞时摔机了责任算谁的',\n",
       "  '发表时间': '2020-06-18 11:28',\n",
       "  '访客': '8796',\n",
       "  '回复': '25'},\n",
       " {'楼主': 'mengyize6',\n",
       "  '标题': '歼20头盔深度解析',\n",
       "  '发表时间': '2020-06-22 00:07',\n",
       "  '访客': '3594',\n",
       "  '回复': '3'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '2020/06/18   连续三天湾湾空军疲于奔命',\n",
       "  '发表时间': '2020-06-18 15:14',\n",
       "  '访客': '17772',\n",
       "  '回复': '37'},\n",
       " {'楼主': '大墨鱼',\n",
       "  '标题': 'K13S IL-76',\n",
       "  '发表时间': '2018-07-23 00:24',\n",
       "  '访客': '28788',\n",
       "  '回复': '148'},\n",
       " {'楼主': '055型178桂林舰',\n",
       "  '标题': '法国航母上的阵风《多图慎入》',\n",
       "  '发表时间': '2020-06-12 00:15',\n",
       "  '访客': '11142',\n",
       "  '回复': '77'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '鸡头真漂亮',\n",
       "  '发表时间': '2020-06-19 14:33',\n",
       "  '访客': '21546',\n",
       "  '回复': '58'},\n",
       " {'楼主': '大墨鱼',\n",
       "  '标题': '西部战区空军运输搜救某团',\n",
       "  '发表时间': '2020-06-12 11:28',\n",
       "  '访客': '14712',\n",
       "  '回复': '60'},\n",
       " {'楼主': '10年军迷',\n",
       "  '标题': '番外篇08——军事优秀视频合集',\n",
       "  '发表时间': '2019-10-24 22:33',\n",
       "  '访客': '5634',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'xxxx502',\n",
       "  '标题': '德日的惨败主要是缺乏战略轰炸机',\n",
       "  '发表时间': '2020-06-20 21:00',\n",
       "  '访客': '3594',\n",
       "  '回复': '66'},\n",
       " {'楼主': '等待是种境界',\n",
       "  '标题': '印媒：印度国防部公布，紧急采购12架苏30，21架米格29S',\n",
       "  '发表时间': '2020-06-20 14:29',\n",
       "  '访客': '13590',\n",
       "  '回复': '70'},\n",
       " {'楼主': '瑞雪春风',\n",
       "  '标题': '印空军参谋长称中国空军在中印边界有“不寻常”活动',\n",
       "  '发表时间': '2020-06-21 21:34',\n",
       "  '访客': '3186',\n",
       "  '回复': '0'},\n",
       " {'楼主': '瑞雪春风',\n",
       "  '标题': '印空军参谋长称中国空军在中印边界有“不寻常”活动',\n",
       "  '发表时间': '2020-06-21 21:34',\n",
       "  '访客': '2370',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'rafale521000',\n",
       "  '标题': '用歼20威慑印度',\n",
       "  '发表时间': '2020-06-18 08:30',\n",
       "  '访客': '11652',\n",
       "  '回复': '52'},\n",
       " {'楼主': 'fuguocai',\n",
       "  '标题': '高原作战飞机能否加装可回收起飞助推系统？',\n",
       "  '发表时间': '2020-06-18 20:20',\n",
       "  '访客': '1656',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'iiiii23',\n",
       "  '标题': '为什么空军西边不yanxi',\n",
       "  '发表时间': '2020-06-20 12:29',\n",
       "  '访客': '7572',\n",
       "  '回复': '31'},\n",
       " {'楼主': '祝融星',\n",
       "  '标题': '美军坠海F-15战斗机残骸已被寻获 飞行员身亡',\n",
       "  '发表时间': '2020-06-17 07:41',\n",
       "  '访客': '7776',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'bljnavy',\n",
       "  '标题': '英国3V之“胜利者”轰炸机老照片',\n",
       "  '发表时间': '2020-06-20 16:06',\n",
       "  '访客': '2064',\n",
       "  '回复': '27'},\n",
       " {'楼主': 'lijie8257',\n",
       "  '标题': '不负责任的猜测，空军也有可能出次风头',\n",
       "  '发表时间': '2020-06-20 16:36',\n",
       "  '访客': '10122',\n",
       "  '回复': '30'},\n",
       " {'楼主': 'tifafan1994',\n",
       "  '标题': '前几天上班路上看到运20了',\n",
       "  '发表时间': '2020-06-18 23:35',\n",
       "  '访客': '3798',\n",
       "  '回复': '6'},\n",
       " {'楼主': 'ccvt',\n",
       "  '标题': '米国6代机还会是3军通用吗？',\n",
       "  '发表时间': '2020-06-20 19:22',\n",
       "  '访客': '1656',\n",
       "  '回复': '23'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '慑敌利刃寒气逼人！解放军歼16四机编队利刃出鞘',\n",
       "  '发表时间': '2020-06-20 13:52',\n",
       "  '访客': '10020',\n",
       "  '回复': '0'},\n",
       " {'楼主': '白色虎式',\n",
       "  '标题': '什么是全高度雷达',\n",
       "  '发表时间': '2020-06-20 22:41',\n",
       "  '访客': '1758',\n",
       "  '回复': '3'},\n",
       " {'楼主': '米格-21',\n",
       "  '标题': '超视距空战中的目标探测跟踪问题，请教雷达电子专家',\n",
       "  '发表时间': '2020-06-11 01:13',\n",
       "  '访客': '2982',\n",
       "  '回复': '45'},\n",
       " {'楼主': '1397216',\n",
       "  '标题': '法意瑞波匈军事游part 7-苏黎世-世界经济论坛拍机（2020年1月）-美国空军一号高清照',\n",
       "  '发表时间': '2020-05-20 18:59',\n",
       "  '访客': '2064',\n",
       "  '回复': '38'},\n",
       " {'楼主': '海纳',\n",
       "  '标题': '以移动通信的基站作为国土防空网络是不是一条捷径',\n",
       "  '发表时间': '2020-06-18 10:20',\n",
       "  '访客': '1656',\n",
       "  '回复': '12'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '台风公路运输纪实',\n",
       "  '发表时间': '2020-06-19 21:25',\n",
       "  '访客': '4716',\n",
       "  '回复': '12'},\n",
       " {'楼主': 'J20E',\n",
       "  '标题': '土耳其F16击落苏24这种技术土鳖能做到吗？',\n",
       "  '发表时间': '2020-06-15 20:47',\n",
       "  '访客': '11958',\n",
       "  '回复': '87'},\n",
       " {'楼主': '上去看看',\n",
       "  '标题': '面对攻击鹰投放的b61—12，我们是否也要恢复自己的战术核航弹。',\n",
       "  '发表时间': '2020-06-12 21:08',\n",
       "  '访客': '17568',\n",
       "  '回复': '470'},\n",
       " {'楼主': 'chentianhua',\n",
       "  '标题': '歼20的空重、载油量、航程、机动性等指标，是不是中标时就已经明确了的？',\n",
       "  '发表时间': '2020-05-16 08:29',\n",
       "  '访客': '10224',\n",
       "  '回复': '59'},\n",
       " {'楼主': 'vvkn411',\n",
       "  '标题': '整理了一份吉普赛人自2010至2019的军机失事清单',\n",
       "  '发表时间': '2020-06-18 21:52',\n",
       "  '访客': '4512',\n",
       "  '回复': '14'},\n",
       " {'楼主': '历史小白',\n",
       "  '标题': '现代还有涡喷发动机么？',\n",
       "  '发表时间': '2020-06-06 11:13',\n",
       "  '访客': '6552',\n",
       "  '回复': '53'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '女汉子出品：莫斯科郊外的空中阅兵彩排',\n",
       "  '发表时间': '2020-06-18 16:32',\n",
       "  '访客': '4104',\n",
       "  '回复': '18'},\n",
       " {'楼主': 'make未来战舰',\n",
       "  '标题': '轰20可不可以优化B1b，图-160这种，做高速的隐身版的轰炸机',\n",
       "  '发表时间': '2020-06-19 01:33',\n",
       "  '访客': '2676',\n",
       "  '回复': '13'},\n",
       " {'楼主': '此处再略去俩字',\n",
       "  '标题': '请教一下什么是直升机7AD翼型？',\n",
       "  '发表时间': '2020-06-10 21:11',\n",
       "  '访客': '2166',\n",
       "  '回复': '7'},\n",
       " {'楼主': '历史小白',\n",
       "  '标题': '为什么现在不流行喷液加力了？',\n",
       "  '发表时间': '2020-06-18 18:01',\n",
       "  '访客': '2676',\n",
       "  '回复': '10'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '空降兵远程机动，进驻就打！',\n",
       "  '发表时间': '2020-06-18 10:12',\n",
       "  '访客': '7470',\n",
       "  '回复': '31'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '伊朗似乎正在帮助委内瑞拉修复C-130',\n",
       "  '发表时间': '2020-06-16 09:26',\n",
       "  '访客': '8082',\n",
       "  '回复': '48'},\n",
       " {'楼主': 'playfish',\n",
       "  '标题': '直8L快了',\n",
       "  '发表时间': '2020-06-14 16:05',\n",
       "  '访客': '25014',\n",
       "  '回复': '74'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：匈牙利米格-29向北约展示  1999',\n",
       "  '发表时间': '2020-06-17 15:10',\n",
       "  '访客': '2574',\n",
       "  '回复': '12'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'sunmingchi',\n",
       "  '标题': '普京称要给其他军事大国“惊喜”：将推出高超音速武器拦截系统',\n",
       "  '发表时间': '2020-06-16 09:29',\n",
       "  '访客': '7164',\n",
       "  '回复': '34'},\n",
       " {'楼主': 'ychx',\n",
       "  '标题': '（转）J-20带复合挂架高清大图！',\n",
       "  '发表时间': '2020-05-31 15:16',\n",
       "  '访客': '44802',\n",
       "  '回复': '110'},\n",
       " {'楼主': 'hswz',\n",
       "  '标题': '空军首次公开直8高原型（酷似EH-101），代替米17高原型执行任务',\n",
       "  '发表时间': '2020-06-17 15:22',\n",
       "  '访客': '1860',\n",
       "  '回复': '0'},\n",
       " {'楼主': '长乐未央08',\n",
       "  '标题': '出口的无人机，有没有内置服务反馈系统？',\n",
       "  '发表时间': '2020-06-13 14:11',\n",
       "  '访客': '2268',\n",
       "  '回复': '10'},\n",
       " {'楼主': 'Kin_Fung',\n",
       "  '标题': '活塞噴氣教練機：UL-39 ALBI',\n",
       "  '发表时间': '2019-06-05 22:39',\n",
       "  '访客': '14814',\n",
       "  '回复': '137'},\n",
       " {'楼主': '16000吨大驱',\n",
       "  '标题': '四旋翼版是不是比当前双旋翼【鱼鹰】更好?',\n",
       "  '发表时间': '2020-06-17 09:15',\n",
       "  '访客': '1758',\n",
       "  '回复': '11'},\n",
       " {'楼主': '飞龙宝宝',\n",
       "  '标题': '印度真的打算找虐？',\n",
       "  '发表时间': '2020-05-31 09:20',\n",
       "  '访客': '44496',\n",
       "  '回复': '158'},\n",
       " {'楼主': 'J20E',\n",
       "  '标题': 'F35隐身状态只能带2枚中距弹',\n",
       "  '发表时间': '2020-06-15 21:11',\n",
       "  '访客': '6042',\n",
       "  '回复': '43'},\n",
       " {'楼主': 'a660',\n",
       "  '标题': '韩国的kf-x战机是不是抢f15沉默鹰生意？',\n",
       "  '发表时间': '2020-06-16 12:02',\n",
       "  '访客': '2778',\n",
       "  '回复': '27'},\n",
       " {'楼主': '流年初见',\n",
       "  '标题': '统一战争爆发，台湾重要国际机场如何占领控制？',\n",
       "  '发表时间': '2020-06-16 17:01',\n",
       "  '访客': '1452',\n",
       "  '回复': '6'},\n",
       " {'楼主': 'ifiwereyoung',\n",
       "  '标题': '应当借此机会，对台湾进行动作。',\n",
       "  '发表时间': '2020-06-10 14:03',\n",
       "  '访客': '4002',\n",
       "  '回复': '20'},\n",
       " {'楼主': '已注册VIP会员',\n",
       "  '标题': '北斗最后一星是安124运输的',\n",
       "  '发表时间': '2020-06-14 21:56',\n",
       "  '访客': '19608',\n",
       "  '回复': '78'},\n",
       " {'楼主': '谋事在人',\n",
       "  '标题': '运20抵达莫斯科',\n",
       "  '发表时间': '2020-06-14 12:45',\n",
       "  '访客': '41970',\n",
       "  '回复': '165'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '希腊的幻影2000在科林斯运河（Corinthian canal）中低空穿越，',\n",
       "  '发表时间': '2020-06-16 15:16',\n",
       "  '访客': '2166',\n",
       "  '回复': '11'},\n",
       " {'楼主': '颜射',\n",
       "  '标题': '武装巴基斯坦，一个越来越可能的选择',\n",
       "  '发表时间': '2020-06-16 17:35',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': '一枝梅yzm',\n",
       "  '标题': '超视距雷达的目标分类识别',\n",
       "  '发表时间': '2020-05-10 19:45',\n",
       "  '访客': '2472',\n",
       "  '回复': '20'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '战机夜训大片来袭',\n",
       "  '发表时间': '2020-06-15 12:51',\n",
       "  '访客': '6042',\n",
       "  '回复': '27'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '空中吊车直升机S64/CH54引进中国以后，我们有能力山寨吗？',\n",
       "  '发表时间': '2020-06-12 21:32',\n",
       "  '访客': '6858',\n",
       "  '回复': '43'},\n",
       " {'楼主': '武器小站',\n",
       "  '标题': '德国曾率先研制出防空导弹，因为缺乏近炸引信没能发挥作用！',\n",
       "  '发表时间': '2020-06-16 13:55',\n",
       "  '访客': '836',\n",
       "  '回复': '2'},\n",
       " {'楼主': '木子弹',\n",
       "  '标题': '转微博 中美两军曾经有多亲',\n",
       "  '发表时间': '2020-06-04 22:56',\n",
       "  '访客': '36438',\n",
       "  '回复': '242'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '对岸新型教练机“勇鹰”昨日首飞',\n",
       "  '发表时间': '2020-06-11 07:42',\n",
       "  '访客': '10020',\n",
       "  '回复': '54'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '军网大图：J-10战斗机起飞空战训练',\n",
       "  '发表时间': '2020-06-08 16:14',\n",
       "  '访客': '7980',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': 'Tu-160 Blackjack in Action.海盗旗在行动',\n",
       "  '发表时间': '2020-06-12 21:55',\n",
       "  '访客': '4716',\n",
       "  '回复': '45'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '这张枭龙照片拍的很棒。',\n",
       "  '发表时间': '2020-06-11 11:38',\n",
       "  '访客': '19506',\n",
       "  '回复': '49'},\n",
       " {'楼主': '激进西部',\n",
       "  '标题': '月经贴再来一发，大功率涡轴发动机和先进涡扇核心机、变循环发动机……',\n",
       "  '发表时间': '2020-06-15 04:39',\n",
       "  '访客': '5838',\n",
       "  '回复': '35'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：苏联空军培训越南飞行员 1966',\n",
       "  '发表时间': '2020-06-15 10:54',\n",
       "  '访客': '1860',\n",
       "  '回复': '7'},\n",
       " {'楼主': 'revolutionzz',\n",
       "  '标题': '日本宣布停止部署陆上宙斯盾系统',\n",
       "  '发表时间': '2020-06-15 18:42',\n",
       "  '访客': '6042',\n",
       "  '回复': '29'},\n",
       " {'楼主': '配合公差',\n",
       "  '标题': '如果米格29进行大改',\n",
       "  '发表时间': '2020-06-06 08:19',\n",
       "  '访客': '11244',\n",
       "  '回复': '135'},\n",
       " {'楼主': 'Kin_Fung',\n",
       "  '标题': '可以給大疆增加推進器提升航程航速嗎？',\n",
       "  '发表时间': '2020-06-16 10:50',\n",
       "  '访客': '472',\n",
       "  '回复': '8'},\n",
       " {'楼主': '枕水闻涛',\n",
       "  '标题': '设想用攻击11无人机深入印度境内猎杀烈火和布拉莫斯导弹',\n",
       "  '发表时间': '2020-06-16 01:33',\n",
       "  '访客': '2064',\n",
       "  '回复': '11'},\n",
       " {'楼主': 'J20E',\n",
       "  '标题': '中印对抗，印度的命门在于空军。',\n",
       "  '发表时间': '2020-04-11 12:56',\n",
       "  '访客': '12570',\n",
       "  '回复': '86'},\n",
       " {'楼主': 'ramsms',\n",
       "  '标题': '波音向美国空军交付第400架鱼鹰倾转旋翼机',\n",
       "  '发表时间': '2020-06-13 09:11',\n",
       "  '访客': '6654',\n",
       "  '回复': '51'},\n",
       " {'楼主': 'Kin_Fung',\n",
       "  '标题': '大疆之類的多旋翼無人機，能透過增加額外的推進槳加大航速嗎？',\n",
       "  '发表时间': '2020-06-16 10:19',\n",
       "  '访客': '732',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'kenla2',\n",
       "  '标题': '一架美国F15战机在英格兰约克郡海岸北部坠机 搜救行动正在开展中',\n",
       "  '发表时间': '2020-06-15 18:22',\n",
       "  '访客': '2982',\n",
       "  '回复': '21'},\n",
       " {'楼主': 'moyin666666',\n",
       "  '标题': '大家可能都忘了，其实15年的时候，霉菌F18已经在台湾省降落过',\n",
       "  '发表时间': '2020-06-09 20:49',\n",
       "  '访客': '6348',\n",
       "  '回复': '24'},\n",
       " {'楼主': '某某某某',\n",
       "  '标题': '史上最全战后战斗机总汇（已三次更新，已经收录了181个型号）',\n",
       "  '发表时间': '2016-05-18 23:21',\n",
       "  '访客': '96375',\n",
       "  '回复': '143'},\n",
       " {'楼主': '晨曦AF',\n",
       "  '标题': '小白问一下关于兰州中川国际机场的事',\n",
       "  '发表时间': '2020-06-13 16:11',\n",
       "  '访客': '7878',\n",
       "  '回复': '24'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '微博：美帝又来了',\n",
       "  '发表时间': '2020-06-14 18:35',\n",
       "  '访客': '19608',\n",
       "  '回复': '39'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '美国空军侵略者中队的Su-57涂装',\n",
       "  '发表时间': '2020-06-14 07:22',\n",
       "  '访客': '7368',\n",
       "  '回复': '26'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '这样一对比，狂风的尺寸也不小啊！',\n",
       "  '发表时间': '2020-06-12 21:07',\n",
       "  '访客': '9408',\n",
       "  '回复': '29'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '兰色之伤',\n",
       "  '标题': '飞行学员的地靶，老鹰很满意',\n",
       "  '发表时间': '2020-06-14 23:09',\n",
       "  '访客': '4104',\n",
       "  '回复': '10'},\n",
       " {'楼主': '超大旁观者',\n",
       "  '标题': '纳粹末日科技同道：罗马喷气铁骑，Re2007  Re2008',\n",
       "  '发表时间': '2020-06-08 12:30',\n",
       "  '访客': '5940',\n",
       "  '回复': '29'},\n",
       " {'楼主': '10年军迷',\n",
       "  '标题': '外篇01——盘点一些过气攻击机战斗轰炸机二代战斗机的改进型',\n",
       "  '发表时间': '2019-12-10 21:11',\n",
       "  '访客': '10122',\n",
       "  '回复': '80'},\n",
       " {'楼主': 'NANO肥野人',\n",
       "  '标题': 'J15的前翼能像J20那样偏转吗？',\n",
       "  '发表时间': '2020-06-12 11:12',\n",
       "  '访客': '6144',\n",
       "  '回复': '22'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '美国援助俄罗斯的呼吸机由C-17运抵莫斯科',\n",
       "  '发表时间': '2020-05-22 09:05',\n",
       "  '访客': '13794',\n",
       "  '回复': '84'},\n",
       " {'楼主': '合成才',\n",
       "  '标题': '飞豹改飞虎',\n",
       "  '发表时间': '2020-06-12 12:58',\n",
       "  '访客': '12060',\n",
       "  '回复': '35'},\n",
       " {'楼主': '1397216',\n",
       "  '标题': '法意瑞波匈军事游part 4--------探访瑞士Meiringen空军基地（2020年1月）',\n",
       "  '发表时间': '2020-05-18 14:26',\n",
       "  '访客': '2166',\n",
       "  '回复': '25'},\n",
       " {'楼主': 'sunmingchi',\n",
       "  '标题': '美军2021财年或采购60架F-35 在印太设立基地增强威慑',\n",
       "  '发表时间': '2020-06-15 10:20',\n",
       "  '访客': '1146',\n",
       "  '回复': '5'},\n",
       " {'楼主': '杀生丸123',\n",
       "  '标题': '飞发一体化技术联合研究中心在沈阳所扬州院正式揭牌',\n",
       "  '发表时间': '2020-06-12 15:32',\n",
       "  '访客': '6756',\n",
       "  '回复': '56'},\n",
       " {'楼主': '小萌猫',\n",
       "  '标题': '成都上空运20超低空掠过，以及运7、运9目击',\n",
       "  '发表时间': '2020-06-09 17:16',\n",
       "  '访客': '9408',\n",
       "  '回复': '32'},\n",
       " {'楼主': '李楠01',\n",
       "  '标题': '你认为5G技术能用于未来空战吗？(如有不妥，请版主删贴)',\n",
       "  '发表时间': '2020-06-02 12:52',\n",
       "  '访客': '3900',\n",
       "  '回复': '65'},\n",
       " {'楼主': 'yellowcloud1979',\n",
       "  '标题': '美军一架C130在伊拉克坠毁，机上16名美军士兵',\n",
       "  '发表时间': '2020-06-10 06:21',\n",
       "  '访客': '8388',\n",
       "  '回复': '23'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '解密海峡最后空战  WW虚报战情',\n",
       "  '发表时间': '2020-06-09 19:33',\n",
       "  '访客': '16470',\n",
       "  '回复': '88'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '一张图看幻影2000小翼的作用',\n",
       "  '发表时间': '2020-06-12 21:15',\n",
       "  '访客': '2880',\n",
       "  '回复': '5'},\n",
       " {'楼主': '细蓉云吞面',\n",
       "  '标题': '华夏航空宣布将引进100架ARJ21-700与C919客机',\n",
       "  '发表时间': '2020-06-11 00:41',\n",
       "  '访客': '13488',\n",
       "  '回复': '96'},\n",
       " {'楼主': '狗熊二',\n",
       "  '标题': '网传我国超燃冲压发动机，试车时长达到600秒。',\n",
       "  '发表时间': '2020-06-12 19:12',\n",
       "  '访客': '12978',\n",
       "  '回复': '41'},\n",
       " {'楼主': 'hunter7307',\n",
       "  '标题': '这是个什么东西？',\n",
       "  '发表时间': '2020-06-13 16:11',\n",
       "  '访客': '10326',\n",
       "  '回复': '24'},\n",
       " {'楼主': 'kang999',\n",
       "  '标题': '5290小时！中国空军歼击机飞行纪录保持者光荣停飞',\n",
       "  '发表时间': '2020-06-13 13:57',\n",
       "  '访客': '9102',\n",
       "  '回复': '84'},\n",
       " {'楼主': '二炮同志',\n",
       "  '标题': '两岸军机叛逃实录（1949--1989）',\n",
       "  '发表时间': '2020-06-10 14:58',\n",
       "  '访客': '11958',\n",
       "  '回复': '75'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '台媒：12日中共运八进入台湾西南空域，国军空中侦巡机驱离',\n",
       "  '发表时间': '2020-06-13 07:45',\n",
       "  '访客': '11958',\n",
       "  '回复': '37'},\n",
       " {'楼主': '和谐电3D',\n",
       "  '标题': '其实如果认真起来研究，三哥空军恐怕也就那点阵风有战斗力',\n",
       "  '发表时间': '2020-05-31 23:56',\n",
       "  '访客': '22464',\n",
       "  '回复': '215'},\n",
       " {'楼主': '一枝梅yzm',\n",
       "  '标题': '别再想当然了，米波反隐身雷达的精度，了解一下吴剑旗是怎么说的',\n",
       "  '发表时间': '2020-03-19 19:22',\n",
       "  '访客': '28278',\n",
       "  '回复': '154'},\n",
       " {'楼主': '维迪苏',\n",
       "  '标题': '瞎猜轰二零的未来部署地点',\n",
       "  '发表时间': '2020-06-09 12:19',\n",
       "  '访客': '4716',\n",
       "  '回复': '30'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '高卢鸡这个机场风景太美了。',\n",
       "  '发表时间': '2020-06-13 09:57',\n",
       "  '访客': '6756',\n",
       "  '回复': '14'},\n",
       " {'楼主': '电磁激光',\n",
       "  '标题': '到2030年，以色列空军可能只有300多架战斗机了',\n",
       "  '发表时间': '2020-06-10 20:27',\n",
       "  '访客': '8082',\n",
       "  '回复': '54'},\n",
       " {'楼主': 'wmin45',\n",
       "  '标题': '台湾网络上对美军C40入境事件后续，觉得有点大了',\n",
       "  '发表时间': '2020-06-10 20:47',\n",
       "  '访客': '22158',\n",
       "  '回复': '56'},\n",
       " {'楼主': '狗熊二',\n",
       "  '标题': '流星空空导弹是不是可以做到全程有动力。',\n",
       "  '发表时间': '2020-06-10 08:36',\n",
       "  '访客': '4716',\n",
       "  '回复': '36'},\n",
       " {'楼主': '小贝爱辣妹',\n",
       "  '标题': '当伞兵听到民航乘机安全须知，乖巧可爱！网友：“走”下飞机不适应吧',\n",
       "  '发表时间': '2020-06-11 10:01',\n",
       "  '访客': '12978',\n",
       "  '回复': '40'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '巨型燃气灶，特别适合爆炒。',\n",
       "  '发表时间': '2020-06-13 00:00',\n",
       "  '访客': '10224',\n",
       "  '回复': '14'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '猜猜看是那座城市。',\n",
       "  '发表时间': '2020-06-12 21:28',\n",
       "  '访客': '4410',\n",
       "  '回复': '9'},\n",
       " {'楼主': 'yellowcloud1979',\n",
       "  '标题': '对于某地的话，歼侦8高速通过风险大不大',\n",
       "  '发表时间': '2020-06-09 16:11',\n",
       "  '访客': '13998',\n",
       "  '回复': '99'},\n",
       " {'楼主': '韩珊珊的水',\n",
       "  '标题': '华为广告图来自什么游戏？',\n",
       "  '发表时间': '2020-06-04 23:05',\n",
       "  '访客': '14100',\n",
       "  '回复': '66'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '【航空医学相关】【飞蝗芜湖】陈浏一张照片引发的跨行业分析',\n",
       "  '发表时间': '2020-06-12 23:59',\n",
       "  '访客': '3288',\n",
       "  '回复': '18'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：西班牙空军的F-4 鬼怪式战斗机 1984',\n",
       "  '发表时间': '2020-06-12 11:58',\n",
       "  '访客': '1554',\n",
       "  '回复': '6'},\n",
       " {'楼主': '向量3074',\n",
       "  '标题': '直7的机身在哪里',\n",
       "  '发表时间': '2020-06-11 14:54',\n",
       "  '访客': '5940',\n",
       "  '回复': '16'},\n",
       " {'楼主': 'walker2020',\n",
       "  '标题': 'ARJ21飞机同时批量交付3架',\n",
       "  '发表时间': '2020-06-11 11:31',\n",
       "  '访客': '10836',\n",
       "  '回复': '45'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '逐梦空天 绝美壁纸！国之重器，卫我蓝天！',\n",
       "  '发表时间': '2020-06-12 21:37',\n",
       "  '访客': '2676',\n",
       "  '回复': '3'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：美海军陆战队的AV-8 鹞式战斗机的训练 1983',\n",
       "  '发表时间': '2020-06-06 13:31',\n",
       "  '访客': '1044',\n",
       "  '回复': '5'},\n",
       " {'楼主': '平民的世界',\n",
       "  '标题': '央视: 甘当美国\\\\\"舔狗\\\\\"的民进党当局, 当心台海成为你们的葬身地',\n",
       "  '发表时间': '2020-06-13 08:44',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '骑着心爱的小毛驴，看着大盘鸡。',\n",
       "  '发表时间': '2020-06-10 15:16',\n",
       "  '访客': '6654',\n",
       "  '回复': '13'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：F-14雄猫战斗机的另类涂装 1987',\n",
       "  '发表时间': '2020-06-18 12:07',\n",
       "  '访客': '2268',\n",
       "  '回复': '8'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '在空中驾驶客机，偶遇B-2“幽灵”也是难得的体验。',\n",
       "  '发表时间': '2020-06-18 22:23',\n",
       "  '访客': '3288',\n",
       "  '回复': '4'},\n",
       " {'楼主': '梅赛德斯奔驰S',\n",
       "  '标题': '飞了一天了',\n",
       "  '发表时间': '2020-06-18 11:42',\n",
       "  '访客': '13386',\n",
       "  '回复': '34'},\n",
       " {'楼主': 'CVN80企业号',\n",
       "  '标题': '某型号战斗机是目前国内综合战斗力最强的国产三代单座战斗机',\n",
       "  '发表时间': '2020-05-28 13:35',\n",
       "  '访客': '52452',\n",
       "  '回复': '284'},\n",
       " {'楼主': '配合公差',\n",
       "  '标题': '为啥海湾战争中英国的狂风损失那么大',\n",
       "  '发表时间': '2020-06-04 18:46',\n",
       "  '访客': '19506',\n",
       "  '回复': '153'},\n",
       " {'楼主': '离经叛道',\n",
       "  '标题': '磁粉帝对强敌C40运输机飞过宝岛上空有想法',\n",
       "  '发表时间': '2020-06-17 10:54',\n",
       "  '访客': '2982',\n",
       "  '回复': '14'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '鬼子F2的“野兽模式”挂载',\n",
       "  '发表时间': '2020-06-17 23:50',\n",
       "  '访客': '4308',\n",
       "  '回复': '16'},\n",
       " {'楼主': 'ss2302',\n",
       "  '标题': '伊朗自制的各型防空炮',\n",
       "  '发表时间': '2020-06-18 11:14',\n",
       "  '访客': '3798',\n",
       "  '回复': '23'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '台媒今天对歼10的背景介绍',\n",
       "  '发表时间': '2020-06-16 20:14',\n",
       "  '访客': '27462',\n",
       "  '回复': '79'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '驻阿富汗美军黑鹰时时要载送伤患(包括疑似新冠患者）',\n",
       "  '发表时间': '2020-06-17 19:51',\n",
       "  '访客': '1962',\n",
       "  '回复': '5'},\n",
       " {'楼主': '卡卡多夫',\n",
       "  '标题': '这年头是个运输机就要这么搞一下？',\n",
       "  '发表时间': '2020-06-08 15:52',\n",
       "  '访客': '5736',\n",
       "  '回复': '19'},\n",
       " {'楼主': '貌似纯洁2010',\n",
       "  '标题': '由J20放大一款中型超音速轰炸机',\n",
       "  '发表时间': '2020-06-10 19:34',\n",
       "  '访客': '11040',\n",
       "  '回复': '104'},\n",
       " {'楼主': '飞龙宝宝',\n",
       "  '标题': '宝岛台湾空军很牛啊',\n",
       "  '发表时间': '2020-06-13 21:21',\n",
       "  '访客': '32154',\n",
       "  '回复': '164'},\n",
       " {'楼主': 'sunmingchi',\n",
       "  '标题': '德国、法国、西班牙就下一代战斗机性能标准达成一致',\n",
       "  '发表时间': '2020-06-17 11:20',\n",
       "  '访客': '5430',\n",
       "  '回复': '31'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '“熊”心壮志',\n",
       "  '发表时间': '2020-06-16 10:06',\n",
       "  '访客': '9408',\n",
       "  '回复': '102'},\n",
       " {'楼主': '16000吨大驱',\n",
       "  '标题': '红旗7与红旗22在防空体系定位是什么?',\n",
       "  '发表时间': '2020-06-17 10:36',\n",
       "  '访客': '4002',\n",
       "  '回复': '43'},\n",
       " {'楼主': 'zzaa119',\n",
       "  '标题': '清醒认知技术工艺差距：航空发动机制造技术及其发展',\n",
       "  '发表时间': '2020-06-17 17:14',\n",
       "  '访客': '2676',\n",
       "  '回复': '6'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '保加利亚空军毛机实弹射击',\n",
       "  '发表时间': '2020-06-18 12:00',\n",
       "  '访客': '940',\n",
       "  '回复': '4'},\n",
       " {'楼主': '江郎财旺',\n",
       "  '标题': '针对森林火灾，我国为啥不发明一种灭火制导炸弹……',\n",
       "  '发表时间': '2020-06-11 17:41',\n",
       "  '访客': '6756',\n",
       "  '回复': '84'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '如果H20是“中国版B2”，那跟H6搭配要装备多少架呢？',\n",
       "  '发表时间': '2020-06-17 17:03',\n",
       "  '访客': '3186',\n",
       "  '回复': '25'},\n",
       " {'楼主': 'gxg007',\n",
       "  '标题': '这是一架什么飞机？',\n",
       "  '发表时间': '2020-06-17 15:05',\n",
       "  '访客': '4920',\n",
       "  '回复': '15'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '换机型进入了',\n",
       "  '发表时间': '2020-06-16 15:57',\n",
       "  '访客': '29094',\n",
       "  '回复': '73'},\n",
       " {'楼主': '历史小白',\n",
       "  '标题': 'fc31的弹仓像f35一样两肋分布会不会更好',\n",
       "  '发表时间': '2020-06-16 17:12',\n",
       "  '访客': '4716',\n",
       "  '回复': '47'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '2020/06/17    歼10继续巡航台海',\n",
       "  '发表时间': '2020-06-17 19:45',\n",
       "  '访客': '7674',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '看这标题今天是进去了',\n",
       "  '发表时间': '2020-06-09 13:12',\n",
       "  '访客': '59286',\n",
       "  '回复': '164'},\n",
       " {'楼主': '强大的中国海军',\n",
       "  '标题': '伊尔76 (中非共和国)',\n",
       "  '发表时间': '2020-06-16 18:10',\n",
       "  '访客': '1350',\n",
       "  '回复': '4'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '毛熊脑洞大开系列',\n",
       "  '发表时间': '2020-06-17 00:11',\n",
       "  '访客': '3186',\n",
       "  '回复': '7'},\n",
       " {'楼主': '铁甲蹈海',\n",
       "  '标题': '红土地某最高飞行时长老飞停飞视频的两张截图',\n",
       "  '发表时间': '2020-06-17 14:10',\n",
       "  '访客': '4716',\n",
       "  '回复': '16'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：沙漠风暴期间战斗机结队争相加油',\n",
       "  '发表时间': '2020-06-13 10:43',\n",
       "  '访客': '7776',\n",
       "  '回复': '31'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '各国高级教练机尺寸对比',\n",
       "  '发表时间': '2020-06-17 13:15',\n",
       "  '访客': '3288',\n",
       "  '回复': '26'},\n",
       " {'楼主': 'Covefe',\n",
       "  '标题': '南疆机场的规划',\n",
       "  '发表时间': '2020-06-13 06:17',\n",
       "  '访客': '17058',\n",
       "  '回复': '125'},\n",
       " {'楼主': '霍骠骑3',\n",
       "  '标题': '这些炸弹有什么型号吗',\n",
       "  '发表时间': '2020-06-17 11:40',\n",
       "  '访客': '1656',\n",
       "  '回复': '7'},\n",
       " {'楼主': '夜雨连天',\n",
       "  '标题': '俄国防部砍掉12架伊尔-76MD-90A订单，明年起每年买2架',\n",
       "  '发表时间': '2020-06-05 16:04',\n",
       "  '访客': '18486',\n",
       "  '回复': '166'},\n",
       " {'楼主': '米格-21',\n",
       "  '标题': '今后空战中会不会出现本机已发现空空导弹来袭却一直没有发现敌机的情况？',\n",
       "  '发表时间': '2020-06-11 01:25',\n",
       "  '访客': '4512',\n",
       "  '回复': '43'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '十三五期间，海军有个轻量化航炮项目，大家进来猜猜。',\n",
       "  '发表时间': '2020-06-13 11:56',\n",
       "  '访客': '7776',\n",
       "  '回复': '46'},\n",
       " {'楼主': '北京富爷7343',\n",
       "  '标题': '台湾军方应对大陆军机的措施出来了！今天就被解放军来检查了！',\n",
       "  '发表时间': '2020-06-15 13:07',\n",
       "  '访客': '28278',\n",
       "  '回复': '66'},\n",
       " {'楼主': '壁画',\n",
       "  '标题': '米格21的高速性能和战绩竟然如此牛逼？',\n",
       "  '发表时间': '2020-06-13 03:36',\n",
       "  '访客': '14916',\n",
       "  '回复': '120'},\n",
       " {'楼主': 'zzaa119',\n",
       "  '标题': '国内线切割技术逐步成熟：航空航天难加工材料特种加工技术解决方案',\n",
       "  '发表时间': '2020-06-16 12:16',\n",
       "  '访客': '4818',\n",
       "  '回复': '57'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '以色列最后一架泡水F-16 542号修复完毕。',\n",
       "  '发表时间': '2020-06-15 08:47',\n",
       "  '访客': '7062',\n",
       "  '回复': '33'},\n",
       " {'楼主': 'ta15201',\n",
       "  '标题': '别人家的摄影师',\n",
       "  '发表时间': '2020-06-16 16:47',\n",
       "  '访客': '7878',\n",
       "  '回复': '18'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'noahhanfzh',\n",
       "  '标题': '沈阳飞机音爆',\n",
       "  '发表时间': '2020-06-23 11:49',\n",
       "  '访客': '32052',\n",
       "  '回复': '77'},\n",
       " {'楼主': 'wangbin瑟尔',\n",
       "  '标题': '从隔壁贴简单分析下金头盔和天鹰杯的赛制',\n",
       "  '发表时间': '2020-06-21 14:37',\n",
       "  '访客': '5940',\n",
       "  '回复': '76'},\n",
       " {'楼主': 'haozi110',\n",
       "  '标题': 'J20与美女',\n",
       "  '发表时间': '2020-06-11 10:42',\n",
       "  '访客': '24504',\n",
       "  '回复': '58'},\n",
       " {'楼主': '超级侧卫',\n",
       "  '标题': '空军某旅某型飞机貌似第一次近照',\n",
       "  '发表时间': '2020-06-08 00:20',\n",
       "  '访客': '30318',\n",
       "  '回复': '63'},\n",
       " {'楼主': 'lancerweiki',\n",
       "  '标题': 'PL15最大射程能破250KM吗？',\n",
       "  '发表时间': '2020-06-20 12:14',\n",
       "  '访客': '12264',\n",
       "  '回复': '108'},\n",
       " {'楼主': 'jztiger',\n",
       "  '标题': 'J-20',\n",
       "  '发表时间': '2020-06-23 22:14',\n",
       "  '访客': '2370',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'mayu137',\n",
       "  '标题': '［A射B导和协同交战］A射A制导导弹，B提供制导信息',\n",
       "  '发表时间': '2020-06-23 19:17',\n",
       "  '访客': '368',\n",
       "  '回复': '1'},\n",
       " {'楼主': '重庆老范',\n",
       "  '标题': '对印边境防空想法探讨',\n",
       "  '发表时间': '2020-06-23 14:16',\n",
       "  '访客': '1452',\n",
       "  '回复': '9'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '航展拍飞机，忘了带挮子。毛熊自有办法',\n",
       "  '发表时间': '2020-06-23 11:03',\n",
       "  '访客': '4818',\n",
       "  '回复': '10'},\n",
       " {'楼主': 'Covefe',\n",
       "  '标题': '感觉西方世界很高看S400的能力啊',\n",
       "  '发表时间': '2020-06-19 11:21',\n",
       "  '访客': '14100',\n",
       "  '回复': '99'},\n",
       " {'楼主': 'AK2018',\n",
       "  '标题': '需要警惕阿三购买二手逆火',\n",
       "  '发表时间': '2020-06-19 22:20',\n",
       "  '访客': '17466',\n",
       "  '回复': '158'},\n",
       " {'楼主': '大青果吃枣药丸',\n",
       "  '标题': '歼-10B进气道视角，这工艺咋样？',\n",
       "  '发表时间': '2020-05-23 21:24',\n",
       "  '访客': '39498',\n",
       "  '回复': '143'},\n",
       " {'楼主': 'tonyget',\n",
       "  '标题': '碳纤维成型工艺及瓶颈探讨',\n",
       "  '发表时间': '2020-06-23 01:33',\n",
       "  '访客': '836',\n",
       "  '回复': '4'},\n",
       " {'楼主': 'aonierdage2013',\n",
       "  '标题': '运20垂尾颤动，求科普',\n",
       "  '发表时间': '2020-06-20 11:33',\n",
       "  '访客': '17466',\n",
       "  '回复': '54'},\n",
       " {'楼主': '大墨鱼',\n",
       "  '标题': 'K7U J-16',\n",
       "  '发表时间': '2019-10-06 10:58',\n",
       "  '访客': '10428',\n",
       "  '回复': '42'},\n",
       " {'楼主': 'tonyget',\n",
       "  '标题': '“六问六答”谈航发：深度解析禁运事件影响及行业发展',\n",
       "  '发表时间': '2020-06-23 17:06',\n",
       "  '访客': '732',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '萨博肯定也冥一脸懵逼！',\n",
       "  '发表时间': '2020-06-22 21:55',\n",
       "  '访客': '9102',\n",
       "  '回复': '21'},\n",
       " {'楼主': '圣骑士@',\n",
       "  '标题': '歼七魔改',\n",
       "  '发表时间': '2020-06-22 00:47',\n",
       "  '访客': '12366',\n",
       "  '回复': '63'},\n",
       " {'楼主': 'Covefe',\n",
       "  '标题': '关于战机主动干扰与外形隐身效果对比的问题',\n",
       "  '发表时间': '2020-06-21 01:40',\n",
       "  '访客': '3798',\n",
       "  '回复': '119'},\n",
       " {'楼主': 'mayu137',\n",
       "  '标题': '[顾诵芬文集]关于歼20/五代机指标要求和发动机/超巡',\n",
       "  '发表时间': '2020-06-19 12:05',\n",
       "  '访客': '10122',\n",
       "  '回复': '114'},\n",
       " {'楼主': '小喇叭2.0',\n",
       "  '标题': '歼7再战十余年 2030年不是梦',\n",
       "  '发表时间': '2020-04-04 10:13',\n",
       "  '访客': '28278',\n",
       "  '回复': '205'},\n",
       " {'楼主': 'J20E',\n",
       "  '标题': '印空军260架苏30MKI最大飞行速度还不到1.9马赫',\n",
       "  '发表时间': '2020-06-15 16:37',\n",
       "  '访客': '21342',\n",
       "  '回复': '171'},\n",
       " {'楼主': 'qyh94715',\n",
       "  '标题': '蒲城新建机场带滑行道',\n",
       "  '发表时间': '2020-06-22 10:44',\n",
       "  '访客': '5328',\n",
       "  '回复': '19'},\n",
       " {'楼主': '武统牌方便面',\n",
       "  '标题': 'ws15今年能定型不？2022年之前能否完成服役?',\n",
       "  '发表时间': '2020-06-21 19:43',\n",
       "  '访客': '7572',\n",
       "  '回复': '45'},\n",
       " {'楼主': 'yanjia123456',\n",
       "  '标题': '在高原机场使用压缩空气的设想',\n",
       "  '发表时间': '2020-06-21 13:04',\n",
       "  '访客': '2166',\n",
       "  '回复': '28'},\n",
       " {'楼主': 'angeldark',\n",
       "  '标题': '求助：关于军机注册号',\n",
       "  '发表时间': '2020-06-23 11:11',\n",
       "  '访客': '316',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'taozi121',\n",
       "  '标题': '\"空军颁布飞机涂装及标识喷涂规定\"感觉没有新的变化',\n",
       "  '发表时间': '2020-06-22 18:33',\n",
       "  '访客': '2574',\n",
       "  '回复': '11'},\n",
       " {'楼主': 'Torres421',\n",
       "  '标题': '微博看到的',\n",
       "  '发表时间': '2020-06-21 23:13',\n",
       "  '访客': '17160',\n",
       "  '回复': '41'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '好！又来了，还是那个味  2020/06/21',\n",
       "  '发表时间': '2020-06-21 14:43',\n",
       "  '访客': '25218',\n",
       "  '回复': '44'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '环球网；大陆军机11天6次抵近台湾！台军数着数着就习惯了',\n",
       "  '发表时间': '2020-06-21 06:32',\n",
       "  '访客': '5022',\n",
       "  '回复': '3'},\n",
       " {'楼主': 'freder',\n",
       "  '标题': '俄罗斯战机重创土耳其联军！3座营地遭炸毁，400余人阵亡',\n",
       "  '发表时间': '2020-06-21 23:45',\n",
       "  '访客': '12774',\n",
       "  '回复': '26'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '2020/06/22 陆机中午第15度闯我防空识別区遭驱离',\n",
       "  '发表时间': '2020-06-22 15:22',\n",
       "  '访客': '7470',\n",
       "  '回复': '21'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '2020/6/19我空军巡航台海已进入常态化',\n",
       "  '发表时间': '2020-06-20 17:04',\n",
       "  '访客': '15426',\n",
       "  '回复': '46'},\n",
       " {'楼主': 'hswz',\n",
       "  '标题': '军方首次公开直8高原型（酷似EH-101）代替米17高原型执行任务',\n",
       "  '发表时间': '2020-06-17 15:22',\n",
       "  '访客': '35622',\n",
       "  '回复': '127'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '印度打算在俄罗斯紧急采购33架战斗机',\n",
       "  '发表时间': '2020-06-19 10:00',\n",
       "  '访客': '19710',\n",
       "  '回复': '125'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '波音“梦想运输者”和空客“超级大白鲸”',\n",
       "  '发表时间': '2020-06-18 10:12',\n",
       "  '访客': '3186',\n",
       "  '回复': '18'},\n",
       " {'楼主': 'kuka',\n",
       "  '标题': '【2020珠海航展】大家今年有人要去吗？',\n",
       "  '发表时间': '2020-06-22 10:33',\n",
       "  '访客': '1248',\n",
       "  '回复': '7'},\n",
       " {'楼主': 'KennethChan512',\n",
       "  '标题': '有关战略隐轰进气道问题',\n",
       "  '发表时间': '2020-06-17 17:29',\n",
       "  '访客': '5226',\n",
       "  '回复': '51'},\n",
       " {'楼主': '武统牌方便面',\n",
       "  '标题': '如果印度买了苏57，咱们ws10C版歼20和苏57几几开?',\n",
       "  '发表时间': '2020-06-18 20:18',\n",
       "  '访客': '10224',\n",
       "  '回复': '58'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': 'F-15E被认证为首架挂载B61-12新型核弹的战机',\n",
       "  '发表时间': '2020-06-09 10:48',\n",
       "  '访客': '8388',\n",
       "  '回复': '53'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：雪地迷彩涂装的疣猪 1982',\n",
       "  '发表时间': '2020-06-06 10:51',\n",
       "  '访客': '3492',\n",
       "  '回复': '17'},\n",
       " {'楼主': 'playfish',\n",
       "  '标题': 'dddd打一切~~~~',\n",
       "  '发表时间': '2020-06-09 22:00',\n",
       "  '访客': '18078',\n",
       "  '回复': '47'},\n",
       " {'楼主': '鹿乡约',\n",
       "  '标题': '台湾今晚突然试射多枚神秘导弹',\n",
       "  '发表时间': '2020-06-12 05:47',\n",
       "  '访客': '10020',\n",
       "  '回复': '44'},\n",
       " {'楼主': '荆深特快',\n",
       "  '标题': '请问哪里能下三视图？',\n",
       "  '发表时间': '2020-05-11 10:03',\n",
       "  '访客': '2676',\n",
       "  '回复': '12'},\n",
       " {'楼主': '鹰击-长空',\n",
       "  '标题': '舰载鹘鹰',\n",
       "  '发表时间': '2020-06-03 20:49',\n",
       "  '访客': '37254',\n",
       "  '回复': '172'},\n",
       " {'楼主': 'kutibu',\n",
       "  '标题': '寻找橡树行动的机降场',\n",
       "  '发表时间': '2017-06-05 09:32',\n",
       "  '访客': '5226',\n",
       "  '回复': '28'},\n",
       " {'楼主': 'hymsqh',\n",
       "  '标题': '【环球网】台湾在夜间突然发射多枚神秘导弹 台媒称巨响传遍东海岸',\n",
       "  '发表时间': '2020-06-11 22:53',\n",
       "  '访客': '8490',\n",
       "  '回复': '28'},\n",
       " {'楼主': '乌里扬诺夫斯克',\n",
       "  '标题': '31001和31003正面图对比',\n",
       "  '发表时间': '2020-06-06 18:14',\n",
       "  '访客': '35724',\n",
       "  '回复': '101'},\n",
       " {'楼主': '拖你走',\n",
       "  '标题': '多架苏30进入台湾西南空域',\n",
       "  '发表时间': '2020-06-09 16:21',\n",
       "  '访客': '18690',\n",
       "  '回复': '30'},\n",
       " {'楼主': 'tuxing260',\n",
       "  '标题': '由J20放大而来的H20',\n",
       "  '发表时间': '2020-06-10 12:26',\n",
       "  '访客': '14406',\n",
       "  '回复': '62'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '歼击机飞行员带你360度奔袭海天',\n",
       "  '发表时间': '2020-06-11 21:29',\n",
       "  '访客': '3288',\n",
       "  '回复': '7'},\n",
       " {'楼主': 'toto332995805',\n",
       "  '标题': '上午情况大概猜测',\n",
       "  '发表时间': '2020-06-09 14:44',\n",
       "  '访客': '43680',\n",
       "  '回复': '179'},\n",
       " {'楼主': '配合公差',\n",
       "  '标题': '如何评价RB199发动机',\n",
       "  '发表时间': '2020-06-07 16:05',\n",
       "  '访客': '9918',\n",
       "  '回复': '71'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：从天而降的颜色 二战时期',\n",
       "  '发表时间': '2019-10-21 08:39',\n",
       "  '访客': '7368',\n",
       "  '回复': '44'},\n",
       " {'楼主': 'sunmingchi',\n",
       "  '标题': '俄国防部计划采购一批新型苏-34战斗机，2027年前至少交付76架',\n",
       "  '发表时间': '2020-06-11 09:47',\n",
       "  '访客': '5022',\n",
       "  '回复': '46'},\n",
       " {'楼主': 'Mike183618',\n",
       "  '标题': '中国急需一种常规长程大型侦查轰炸机',\n",
       "  '发表时间': '2020-06-11 15:19',\n",
       "  '访客': '4308',\n",
       "  '回复': '38'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '5月、6月美俄战略轰炸机的“游戏”——互飞互拦',\n",
       "  '发表时间': '2020-06-11 09:02',\n",
       "  '访客': '3390',\n",
       "  '回复': '19'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '内利斯的电A',\n",
       "  '发表时间': '2020-06-11 21:48',\n",
       "  '访客': '1554',\n",
       "  '回复': '0'},\n",
       " {'楼主': '使者龙',\n",
       "  '标题': 'F22是怎么做落叶飘的？',\n",
       "  '发表时间': '2020-05-21 07:32',\n",
       "  '访客': '15324',\n",
       "  '回复': '150'},\n",
       " {'楼主': 'squallgzy',\n",
       "  '标题': '如果我没猜错，C919下一步发展应该是加长型',\n",
       "  '发表时间': '2017-10-31 09:40',\n",
       "  '访客': '8184',\n",
       "  '回复': '58'},\n",
       " {'楼主': '配合公差',\n",
       "  '标题': '假如海湾战争中用潘兴2来压制伊军机场',\n",
       "  '发表时间': '2020-06-10 19:06',\n",
       "  '访客': '2268',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'ss2302',\n",
       "  '标题': '台湾的现役防空武器（补充舰载版）',\n",
       "  '发表时间': '2020-05-24 11:14',\n",
       "  '访客': '10020',\n",
       "  '回复': '34'},\n",
       " {'楼主': '永远喜欢055',\n",
       "  '标题': 'e3预警机的机械扫描雷达比e737的相控阵雷达要强吗?',\n",
       "  '发表时间': '2020-06-10 03:28',\n",
       "  '访客': '2166',\n",
       "  '回复': '3'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '伊朗军队收到一批修复翻新的直升机',\n",
       "  '发表时间': '2020-06-09 15:09',\n",
       "  '访客': '10734',\n",
       "  '回复': '49'},\n",
       " {'楼主': 'haozi110',\n",
       "  '标题': '对岸的新教练机首飞成功',\n",
       "  '发表时间': '2020-06-11 10:13',\n",
       "  '访客': '3492',\n",
       "  '回复': '23'},\n",
       " {'楼主': '飞龙宝宝',\n",
       "  '标题': '预警机是否印空军软肋',\n",
       "  '发表时间': '2020-06-02 07:17',\n",
       "  '访客': '10224',\n",
       "  '回复': '80'},\n",
       " {'楼主': '江郎财旺',\n",
       "  '标题': '在隐身机对战时代，空军反而更需要机智灵活的战法战术……',\n",
       "  '发表时间': '2020-06-11 13:16',\n",
       "  '访客': '836',\n",
       "  '回复': '19'},\n",
       " {'楼主': '配合公差',\n",
       "  '标题': '如果飞豹能使用狂风的发动机',\n",
       "  '发表时间': '2020-06-01 08:35',\n",
       "  '访客': '11142',\n",
       "  '回复': '97'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '这次台湾空域大事件，是巧合吗？',\n",
       "  '发表时间': '2020-06-10 09:34',\n",
       "  '访客': '17160',\n",
       "  '回复': '54'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': 'EH101直升机设计是不是很失败，外销为什么这么差？',\n",
       "  '发表时间': '2020-06-06 10:14',\n",
       "  '访客': '13692',\n",
       "  '回复': '92'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': 'V-22“鱼鹰”的概念前身X-22试验机。',\n",
       "  '发表时间': '2020-06-10 15:39',\n",
       "  '访客': '2982',\n",
       "  '回复': '13'},\n",
       " {'楼主': 'tingjungeyiqu',\n",
       "  '标题': '新疆海拔最高机场建设顺利推进',\n",
       "  '发表时间': '2020-06-06 19:54',\n",
       "  '访客': '25728',\n",
       "  '回复': '125'},\n",
       " {'楼主': '强大的中国海军',\n",
       "  '标题': '伊尔76 (突尼斯和津巴布韦)',\n",
       "  '发表时间': '2020-06-10 18:41',\n",
       "  '访客': '2268',\n",
       "  '回复': '6'},\n",
       " {'楼主': '不生不灭',\n",
       "  '标题': '中国空军和他的小伙伴们IIMMMII',\n",
       "  '发表时间': '2020-06-04 01:33',\n",
       "  '访客': '6552',\n",
       "  '回复': '15'},\n",
       " {'楼主': '向量3074',\n",
       "  '标题': '直7的机身在哪？',\n",
       "  '发表时间': '2020-06-10 23:21',\n",
       "  '访客': '1554',\n",
       "  '回复': '0'},\n",
       " {'楼主': '暴躁兔',\n",
       "  '标题': '分享几张威龙大boss的美图',\n",
       "  '发表时间': '2020-06-02 22:59',\n",
       "  '访客': '12672',\n",
       "  '回复': '25'},\n",
       " {'楼主': 'ss2302',\n",
       "  '标题': '【多图】歼-5的波兰兄弟，Lim-6攻击机',\n",
       "  '发表时间': '2020-06-09 21:24',\n",
       "  '访客': '4002',\n",
       "  '回复': '20'},\n",
       " {'楼主': 'KIRENN',\n",
       "  '标题': '欧美论坛讨论：关于中国侦察/攻击无人机的发展（2013-2020',\n",
       "  '发表时间': '2020-06-09 11:15',\n",
       "  '访客': '6042',\n",
       "  '回复': '14'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '如果直10采取3发结构，各方面性能可以超越阿帕奇，蝰蛇，浩劫直升机?',\n",
       "  '发表时间': '2020-06-09 17:02',\n",
       "  '访客': '3390',\n",
       "  '回复': '34'},\n",
       " {'楼主': '055型178桂林舰',\n",
       "  '标题': 'AVIC蹭热点宣讲头盔，有点意思',\n",
       "  '发表时间': '2020-06-09 21:41',\n",
       "  '访客': '6246',\n",
       "  '回复': '31'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '南海之南亦中国',\n",
       "  '标题': '天不蓝，以前几乎没有，最近是各种高强度',\n",
       "  '发表时间': '2020-06-06 20:20',\n",
       "  '访客': '5430',\n",
       "  '回复': '7'},\n",
       " {'楼主': '狗熊二',\n",
       "  '标题': '弹炮合一防空系统的导弹是否太弱机了',\n",
       "  '发表时间': '2020-05-26 08:32',\n",
       "  '访客': '6246',\n",
       "  '回复': '55'},\n",
       " {'楼主': '鹰隼123',\n",
       "  '标题': '南航的ARJ21',\n",
       "  '发表时间': '2020-06-06 15:52',\n",
       "  '访客': '3696',\n",
       "  '回复': '6'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '逆火超低空飞行编队从家门口过，小毛熊非常开心！',\n",
       "  '发表时间': '2020-06-06 22:29',\n",
       "  '访客': '1860',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '对岸C119飛機尘封往事',\n",
       "  '发表时间': '2020-06-05 20:38',\n",
       "  '访客': '5634',\n",
       "  '回复': '29'},\n",
       " {'楼主': '愚哉子安',\n",
       "  '标题': 'ZT:三哥眼中的幻影2000',\n",
       "  '发表时间': '2020-06-02 18:25',\n",
       "  '访客': '15426',\n",
       "  '回复': '109'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '魔都这张交通卡上的运20似有蹊跷。',\n",
       "  '发表时间': '2020-06-05 19:49',\n",
       "  '访客': '10122',\n",
       "  '回复': '47'},\n",
       " {'楼主': 'ccvt',\n",
       "  '标题': '有超音速的鹞式吗？',\n",
       "  '发表时间': '2020-06-05 23:47',\n",
       "  '访客': '1962',\n",
       "  '回复': '16'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '有特点的冷战时期图片',\n",
       "  '发表时间': '2020-06-03 11:07',\n",
       "  '访客': '8082',\n",
       "  '回复': '28'},\n",
       " {'楼主': '16000吨大驱',\n",
       "  '标题': '超音速巡航+隐身+载弹量突破60吨，能同时满足吗?',\n",
       "  '发表时间': '2020-06-05 15:27',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'woodface',\n",
       "  '标题': '为何空军选择了歼11B，而不是更先进战机？',\n",
       "  '发表时间': '2020-06-05 16:53',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'caoyi455',\n",
       "  '标题': '巴基斯坦空军可能引进飞豹',\n",
       "  '发表时间': '2020-05-28 00:57',\n",
       "  '访客': '30624',\n",
       "  '回复': '231'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '58年还能造出二战水平的飞机，法国匠人也不少啊！',\n",
       "  '发表时间': '2020-06-05 12:07',\n",
       "  '访客': '5124',\n",
       "  '回复': '16'},\n",
       " {'楼主': '天堂鸟73',\n",
       "  '标题': '54U换新窝',\n",
       "  '发表时间': '2020-06-04 22:05',\n",
       "  '访客': '5430',\n",
       "  '回复': '20'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '六月一日 对岸“勇鹰”教练机准备测试',\n",
       "  '发表时间': '2020-06-03 09:46',\n",
       "  '访客': '6858',\n",
       "  '回复': '45'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '乌克兰的Mi-8MT直升机硬着陆的真正原因',\n",
       "  '发表时间': '2020-05-31 08:21',\n",
       "  '访客': '6042',\n",
       "  '回复': '17'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：美国航空学校的T-6Texan教练机 1942',\n",
       "  '发表时间': '2020-06-05 14:13',\n",
       "  '访客': '784',\n",
       "  '回复': '3'},\n",
       " {'楼主': 'startte',\n",
       "  '标题': '近距离端详YF-23，第二架原型机YF120版',\n",
       "  '发表时间': '2019-02-04 10:34',\n",
       "  '访客': '45007',\n",
       "  '回复': '104'},\n",
       " {'楼主': '名人彦士',\n",
       "  '标题': '【转载】中国商飞翼身融合未来旅客机验证机',\n",
       "  '发表时间': '2020-05-27 18:46',\n",
       "  '访客': '9408',\n",
       "  '回复': '45'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '理想中的——轰炸机编队向你飞来（高清大图分享）（更新3张近景）',\n",
       "  '发表时间': '2020-06-04 23:42',\n",
       "  '访客': '9204',\n",
       "  '回复': '66'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '美国B-52H轰炸机在北极拉普捷夫海上飞行',\n",
       "  '发表时间': '2020-06-05 09:29',\n",
       "  '访客': '2268',\n",
       "  '回复': '10'},\n",
       " {'楼主': 'Patlabor',\n",
       "  '标题': '幻影访苏',\n",
       "  '发表时间': '2020-05-25 23:37',\n",
       "  '访客': '11856',\n",
       "  '回复': '82'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '用代入法进行打印机行动，分别用巅峰苏联空军，美军空军代入，他们的空军会如何打?',\n",
       "  '发表时间': '2020-06-04 20:39',\n",
       "  '访客': '1554',\n",
       "  '回复': '14'},\n",
       " {'楼主': '悟成佛疯成魔',\n",
       "  '标题': '如皋机场改建',\n",
       "  '发表时间': '2020-06-04 16:30',\n",
       "  '访客': '5634',\n",
       "  '回复': '14'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '军网大图：J-10战机起飞战斗训练',\n",
       "  '发表时间': '2020-06-04 22:39',\n",
       "  '访客': '4720',\n",
       "  '回复': '20'},\n",
       " {'楼主': 'whisper.xu',\n",
       "  '标题': '[空军动态] World-air-forces-2020(其实是2019版)',\n",
       "  '发表时间': '2020-02-21 19:36',\n",
       "  '访客': '2874',\n",
       "  '回复': '7'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '带你看看小油霸（阿联酋）高订版的幻影2000-9',\n",
       "  '发表时间': '2020-06-04 21:21',\n",
       "  '访客': '6042',\n",
       "  '回复': '28'},\n",
       " {'楼主': '老鸭子71',\n",
       "  '标题': '霹雳空空导弹翻译成英文是什么意思？',\n",
       "  '发表时间': '2020-06-03 15:21',\n",
       "  '访客': '3798',\n",
       "  '回复': '28'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：装上大鼻子的彗星 1978',\n",
       "  '发表时间': '2020-06-04 12:06',\n",
       "  '访客': '3084',\n",
       "  '回复': '29'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：朝鲜战争时期的美军油挑子战斗机 1951',\n",
       "  '发表时间': '2020-05-29 13:02',\n",
       "  '访客': '6450',\n",
       "  '回复': '45'},\n",
       " {'楼主': '心在江湖',\n",
       "  '标题': '蓝天大海在召唤！#海军2020年招飞',\n",
       "  '发表时间': '2020-06-03 20:39',\n",
       "  '访客': '4104',\n",
       "  '回复': '32'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '我们是无坚不摧的空中钢铁长城，带给你们满满的安全感。',\n",
       "  '发表时间': '2020-06-05 12:15',\n",
       "  '访客': '1860',\n",
       "  '回复': '4'},\n",
       " {'楼主': '我的心在CD',\n",
       "  '标题': '未来美国会不会断供发动机？',\n",
       "  '发表时间': '2020-05-26 20:56',\n",
       "  '访客': '15834',\n",
       "  '回复': '139'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '美军官对比“假想敌”部队的F-16战斗机同中俄战斗机之间的差距',\n",
       "  '发表时间': '2020-06-04 11:23',\n",
       "  '访客': '5532',\n",
       "  '回复': '33'},\n",
       " {'楼主': 'airtac_dg',\n",
       "  '标题': '求助：谁有黑长直正式公布之前那些想象图？麻烦发一下，移动硬盘挂了！',\n",
       "  '发表时间': '2020-06-04 11:58',\n",
       "  '访客': '7878',\n",
       "  '回复': '29'},\n",
       " {'楼主': 'jessedevin',\n",
       "  '标题': '关于F119发动机的疑惑',\n",
       "  '发表时间': '2020-06-04 22:45',\n",
       "  '访客': '2778',\n",
       "  '回复': '14'},\n",
       " {'楼主': '流年初见',\n",
       "  '标题': '疑似轰20试飞成功？',\n",
       "  '发表时间': '2020-06-05 10:57',\n",
       "  '访客': '6552',\n",
       "  '回复': '0'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '第六代战斗机和高超音速飞机可能是两码事',\n",
       "  '发表时间': '2020-06-05 10:05',\n",
       "  '访客': '628',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'dzsgrg',\n",
       "  '标题': '不管买不买飞机，这份礼物你都必须收下',\n",
       "  '发表时间': '2020-06-04 20:49',\n",
       "  '访客': '1146',\n",
       "  '回复': '0'},\n",
       " {'楼主': '省油不省功',\n",
       "  '标题': '我们如何应对班公湖上空的印度战机的威胁？',\n",
       "  '发表时间': '2020-05-30 19:27',\n",
       "  '访客': '40212',\n",
       "  '回复': '268'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'jsszzd19',\n",
       "  '标题': '印度空军一架米格29战斗机坠毁 飞行员跳伞生还',\n",
       "  '发表时间': '2020-05-08 16:56',\n",
       "  '访客': '17088',\n",
       "  '回复': '95'},\n",
       " {'楼主': '鹰隼123',\n",
       "  '标题': '国航的ARJ21',\n",
       "  '发表时间': '2020-05-28 16:51',\n",
       "  '访客': '22056',\n",
       "  '回复': '113'},\n",
       " {'楼主': '超大旁观者',\n",
       "  '标题': '航空绘画视觉与幻色系列',\n",
       "  '发表时间': '2020-06-08 10:36',\n",
       "  '访客': '3288',\n",
       "  '回复': '25'},\n",
       " {'楼主': '嘉州9527',\n",
       "  '标题': '胖妞来山城了？手机渣图',\n",
       "  '发表时间': '2020-05-27 14:57',\n",
       "  '访客': '11958',\n",
       "  '回复': '42'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '大头鹞',\n",
       "  '发表时间': '2020-06-05 19:55',\n",
       "  '访客': '14712',\n",
       "  '回复': '43'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：昙花一现的特姆科TT花马教练机 1956',\n",
       "  '发表时间': '2020-06-10 10:18',\n",
       "  '访客': '1248',\n",
       "  '回复': '5'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '为什么美利坚海军陆战队要超级眼镜蛇，蝰蛇而不要长弓阿帕奇呢？?',\n",
       "  '发表时间': '2020-06-08 21:11',\n",
       "  '访客': '5940',\n",
       "  '回复': '33'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '津巴布韦黑人女飞和她的K-8',\n",
       "  '发表时间': '2020-05-07 12:33',\n",
       "  '访客': '18486',\n",
       "  '回复': '59'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': 'NGAD重塑概念',\n",
       "  '发表时间': '2020-06-10 12:24',\n",
       "  '访客': '888',\n",
       "  '回复': '0'},\n",
       " {'楼主': '16000吨大驱',\n",
       "  '标题': '战略轰炸机只需两种，轰6X+超音速大隐轰',\n",
       "  '发表时间': '2020-06-09 12:12',\n",
       "  '访客': '4206',\n",
       "  '回复': '18'},\n",
       " {'楼主': 'playfish',\n",
       "  '标题': '我规划的兔子轰炸机体系',\n",
       "  '发表时间': '2020-06-09 16:10',\n",
       "  '访客': '3696',\n",
       "  '回复': '35'},\n",
       " {'楼主': 'sunmingchi',\n",
       "  '标题': '不到一个月又出事：美军F-35五代机降落时起落架折断',\n",
       "  '发表时间': '2020-06-09 09:18',\n",
       "  '访客': '6858',\n",
       "  '回复': '34'},\n",
       " {'楼主': '奥观海',\n",
       "  '标题': '从美国智库战略与预算评估中心报告看美国A2/AD作战变化及应对措施',\n",
       "  '发表时间': '2020-06-09 21:55',\n",
       "  '访客': '836',\n",
       "  '回复': '2'},\n",
       " {'楼主': 'jackfee',\n",
       "  '标题': '朝韩的直升机航班',\n",
       "  '发表时间': '2020-06-09 21:47',\n",
       "  '访客': '2472',\n",
       "  '回复': '6'},\n",
       " {'楼主': '郑氏成功',\n",
       "  '标题': '嚣张！美军一架运输机今天上午闯入台湾多地上空 随后飞向南海',\n",
       "  '发表时间': '2020-06-09 11:31',\n",
       "  '访客': '23382',\n",
       "  '回复': '79'},\n",
       " {'楼主': 'ccvt',\n",
       "  '标题': '米国敢像打伊拉克一样打我们吗？',\n",
       "  '发表时间': '2020-06-09 23:40',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'aptg',\n",
       "  '标题': '简氏报道说韩国的KFX计划又改回了五代机标准？',\n",
       "  '发表时间': '2020-06-07 11:37',\n",
       "  '访客': '11754',\n",
       "  '回复': '62'},\n",
       " {'楼主': '开奔驰讨饭的',\n",
       "  '标题': '怎么没人关注?',\n",
       "  '发表时间': '2020-06-09 21:38',\n",
       "  '访客': '3900',\n",
       "  '回复': '7'},\n",
       " {'楼主': '99uiopuiop',\n",
       "  '标题': '乱译德三空兵和空士军衔',\n",
       "  '发表时间': '2020-06-09 14:49',\n",
       "  '访客': '836',\n",
       "  '回复': '2'},\n",
       " {'楼主': 'huor',\n",
       "  '标题': '攻击-11恐怕就是突击关岛扔炸弹的主力',\n",
       "  '发表时间': '2020-06-02 20:32',\n",
       "  '访客': '25728',\n",
       "  '回复': '220'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '一般侦察机的电子光学镜头能看多远?',\n",
       "  '发表时间': '2020-06-09 23:34',\n",
       "  '访客': '1350',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'bc17',\n",
       "  '标题': '油管在播H20的视频了。。。。',\n",
       "  '发表时间': '2020-06-09 21:35',\n",
       "  '访客': '6450',\n",
       "  '回复': '5'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '苏30委内瑞拉是比较会拍的。 &#8203;&#8203;&#8203;',\n",
       "  '发表时间': '2020-06-05 12:27',\n",
       "  '访客': '4716',\n",
       "  '回复': '10'},\n",
       " {'楼主': '大光',\n",
       "  '标题': 'H20平台一机两用，高低双版本设计（更新说明）',\n",
       "  '发表时间': '2020-06-02 11:22',\n",
       "  '访客': '27156',\n",
       "  '回复': '168'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '米-24武装直升机投放炸弹的瞬间，这扔的是生了锈的煤气罐吧？',\n",
       "  '发表时间': '2020-06-07 23:04',\n",
       "  '访客': '9510',\n",
       "  '回复': '62'},\n",
       " {'楼主': 'CVN80企业号',\n",
       "  '标题': '胖妞11153，首爆13号机',\n",
       "  '发表时间': '2020-05-29 21:45',\n",
       "  '访客': '32562',\n",
       "  '回复': '79'},\n",
       " {'楼主': 'august010148',\n",
       "  '标题': '1962年自卫反击战中战略轰炸机的威慑力',\n",
       "  '发表时间': '2020-06-04 09:16',\n",
       "  '访客': '8082',\n",
       "  '回复': '55'},\n",
       " {'楼主': 'myc2020',\n",
       "  '标题': '真和印度冲突，应直接用歼20甚至FC31摧毁它的信心，大家觉得呢？',\n",
       "  '发表时间': '2020-06-05 15:01',\n",
       "  '访客': '14712',\n",
       "  '回复': '137'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '多少架飞机可以保证预警机的安全？',\n",
       "  '发表时间': '2020-06-05 21:07',\n",
       "  '访客': '5532',\n",
       "  '回复': '65'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '空降兵某旅 目的地：西北高原某地！',\n",
       "  '发表时间': '2020-06-07 11:34',\n",
       "  '访客': '12876',\n",
       "  '回复': '37'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '送给三锅的六一礼物 &#8203;&#8203;&#8203;',\n",
       "  '发表时间': '2020-06-01 14:56',\n",
       "  '访客': '21750',\n",
       "  '回复': '79'},\n",
       " {'楼主': 'Wjiangxin',\n",
       "  '标题': '关于中国到底需要什么样定位的轰炸机的再思考',\n",
       "  '发表时间': '2020-06-05 09:20',\n",
       "  '访客': '3900',\n",
       "  '回复': '48'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '转自wb，歼10舰载机方案模型',\n",
       "  '发表时间': '2020-05-25 21:01',\n",
       "  '访客': '17772',\n",
       "  '回复': '68'},\n",
       " {'楼主': '坚守阵地',\n",
       "  '标题': '简评美国人的轰炸机',\n",
       "  '发表时间': '2020-06-08 10:20',\n",
       "  '访客': '3288',\n",
       "  '回复': '17'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '军报 空降兵加速转型迈向“合成飞行军”',\n",
       "  '发表时间': '2020-06-09 11:28',\n",
       "  '访客': '472',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '历史照曝光，罕见！揭开越南空军苏-27战斗机不为人知的秘密',\n",
       "  '发表时间': '2020-06-05 17:59',\n",
       "  '访客': '19098',\n",
       "  '回复': '85'},\n",
       " {'楼主': 'scut_m',\n",
       "  '标题': '机扫雷达对asea是否必定被完虐？',\n",
       "  '发表时间': '2020-06-08 20:11',\n",
       "  '访客': '2370',\n",
       "  '回复': '23'},\n",
       " {'楼主': 'kgbyq17',\n",
       "  '标题': '印度东北机场统计',\n",
       "  '发表时间': '2020-04-13 16:17',\n",
       "  '访客': '9714',\n",
       "  '回复': '55'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '美专家出场：「偵察威懾」策略',\n",
       "  '发表时间': '2020-06-06 17:55',\n",
       "  '访客': '5736',\n",
       "  '回复': '32'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '邪恶的微笑， Ju 87俯冲轰炸机',\n",
       "  '发表时间': '2020-06-07 23:36',\n",
       "  '访客': '4308',\n",
       "  '回复': '11'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '韩珊珊的水',\n",
       "  '标题': '空军的运输油船大队的人才是由陆军船艇学院委培的吗？',\n",
       "  '发表时间': '2020-05-20 22:04',\n",
       "  '访客': '1962',\n",
       "  '回复': '7'},\n",
       " {'楼主': 'Jxlaowu',\n",
       "  '标题': '米帝空军能否以玉山为掩护，采取打了就跑的战术？',\n",
       "  '发表时间': '2020-05-18 16:57',\n",
       "  '访客': '11856',\n",
       "  '回复': '138'},\n",
       " {'楼主': '亨廷顿.英格尔斯',\n",
       "  '标题': '苏35 在三代半俱乐部里算最差的了吧',\n",
       "  '发表时间': '2020-05-09 11:35',\n",
       "  '访客': '26646',\n",
       "  '回复': '337'},\n",
       " {'楼主': 'yuan18',\n",
       "  '标题': '原来IL-76还有这样一个顶舱窥探口，第一次见',\n",
       "  '发表时间': '2020-06-03 22:21',\n",
       "  '访客': '5838',\n",
       "  '回复': '18'},\n",
       " {'楼主': '迎来一个个早晨',\n",
       "  '标题': '一些飞机尺寸对比图',\n",
       "  '发表时间': '2020-05-25 15:43',\n",
       "  '访客': '11244',\n",
       "  '回复': '46'},\n",
       " {'楼主': '无盐者',\n",
       "  '标题': '中航泄了呀这是！',\n",
       "  '发表时间': '2020-06-03 15:12',\n",
       "  '访客': '32256',\n",
       "  '回复': '43'},\n",
       " {'楼主': 'airtac_dg',\n",
       "  '标题': '求助：谁有黑长直正式公布之前那些想象图？麻烦发一下，移动硬盘挂了！',\n",
       "  '发表时间': '2020-06-04 11:56',\n",
       "  '访客': '1044',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '南非空军决定放弃今年1月在刚果戈马机场冲出跑道的C-130，能拆的零件拆走，机体.',\n",
       "  '发表时间': '2020-06-02 11:21',\n",
       "  '访客': '5124',\n",
       "  '回复': '19'},\n",
       " {'楼主': 'heat001',\n",
       "  '标题': '贵航的FTC-2000G是不是90年原始版超7计划双座版',\n",
       "  '发表时间': '2020-05-24 13:35',\n",
       "  '访客': '7062',\n",
       "  '回复': '58'},\n",
       " {'楼主': '甲基丙烯酸甲酯',\n",
       "  '标题': 'TF-X和苏-57   土耳其',\n",
       "  '发表时间': '2020-06-04 11:23',\n",
       "  '访客': '1656',\n",
       "  '回复': '0'},\n",
       " {'楼主': '重感情的人',\n",
       "  '标题': '理论上中国改出一款超越苏35的侧位很容易吧',\n",
       "  '发表时间': '2020-05-11 11:12',\n",
       "  '访客': '28380',\n",
       "  '回复': '498'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '来一张玫瑰王国的（支点）开箱挑战图。',\n",
       "  '发表时间': '2020-06-03 00:20',\n",
       "  '访客': '5328',\n",
       "  '回复': '20'},\n",
       " {'楼主': '楼哥',\n",
       "  '标题': '米格-21算不算在两大阵营都服过役的时间最长的战机？',\n",
       "  '发表时间': '2020-06-03 15:03',\n",
       "  '访客': '2064',\n",
       "  '回复': '11'},\n",
       " {'楼主': 'outman',\n",
       "  '标题': '所谓的f35不能飞超音速的事情',\n",
       "  '发表时间': '2020-05-31 12:47',\n",
       "  '访客': '2472',\n",
       "  '回复': '13'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：在刚果机场上的美军EC-121K警戒星侦察机 1963',\n",
       "  '发表时间': '2020-06-02 14:31',\n",
       "  '访客': '2370',\n",
       "  '回复': '11'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：匈牙利空军的米格战斗机 1995',\n",
       "  '发表时间': '2020-04-10 09:41',\n",
       "  '访客': '3798',\n",
       "  '回复': '16'},\n",
       " {'楼主': 'lzneng',\n",
       "  '标题': '大连科德数控要上市了',\n",
       "  '发表时间': '2020-05-29 06:08',\n",
       "  '访客': '13182',\n",
       "  '回复': '54'},\n",
       " {'楼主': 'biechou',\n",
       "  '标题': '看图识飞机，这是一架F4U吗？',\n",
       "  '发表时间': '2020-06-03 09:13',\n",
       "  '访客': '2982',\n",
       "  '回复': '31'},\n",
       " {'楼主': 'Covefe',\n",
       "  '标题': '个人关于空军未来机队和四代机角色定位的看法',\n",
       "  '发表时间': '2020-06-02 12:59',\n",
       "  '访客': '1146',\n",
       "  '回复': '17'},\n",
       " {'楼主': '杀生丸123',\n",
       "  '标题': '哈哈哈！！！我逮到它了！速度点赞！麻溜滴',\n",
       "  '发表时间': '2020-05-31 13:58',\n",
       "  '访客': '27258',\n",
       "  '回复': '37'},\n",
       " {'楼主': 'ziruiwang2004',\n",
       "  '标题': '直20，武直10 等直升机高清大图',\n",
       "  '发表时间': '2019-11-02 09:12',\n",
       "  '访客': '29298',\n",
       "  '回复': '67'},\n",
       " {'楼主': 'gansiriben2019',\n",
       "  '标题': '申请删帖',\n",
       "  '发表时间': '2020-06-03 07:40',\n",
       "  '访客': '1248',\n",
       "  '回复': '5'},\n",
       " {'楼主': '大光',\n",
       "  '标题': 'ARJ-21商务版，酷酷的！',\n",
       "  '发表时间': '2020-05-27 18:24',\n",
       "  '访客': '29400',\n",
       "  '回复': '153'},\n",
       " {'楼主': 'lgn12',\n",
       "  '标题': '运8白板？',\n",
       "  '发表时间': '2020-05-15 16:59',\n",
       "  '访客': '13182',\n",
       "  '回复': '41'},\n",
       " {'楼主': '假钞换贞操',\n",
       "  '标题': '硬管运油20？',\n",
       "  '发表时间': '2020-06-01 23:49',\n",
       "  '访客': '18282',\n",
       "  '回复': '69'},\n",
       " {'楼主': 'lin545489109',\n",
       "  '标题': '意外收获，一架大盘鸡',\n",
       "  '发表时间': '2020-05-20 16:43',\n",
       "  '访客': '21546',\n",
       "  '回复': '38'},\n",
       " {'楼主': 'iamLT',\n",
       "  '标题': '讨论个有意讨论个有意思的问题，有哪些机型是量产后指标不如（或部分不如）原型机...',\n",
       "  '发表时间': '2020-05-24 22:37',\n",
       "  '访客': '3798',\n",
       "  '回复': '31'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '谁有解放军陆航直升机挂浮筏浮筒的照片？',\n",
       "  '发表时间': '2020-06-02 19:16',\n",
       "  '访客': '1452',\n",
       "  '回复': '8'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '寡妇火箭在当时，载弹量还是可以的。',\n",
       "  '发表时间': '2020-05-30 13:58',\n",
       "  '访客': '6552',\n",
       "  '回复': '48'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '611所关于战斗机配备矢量发动机的研究，干货太多，内有航炮相关，另有一个彩蛋',\n",
       "  '发表时间': '2020-05-31 13:48',\n",
       "  '访客': '15018',\n",
       "  '回复': '52'},\n",
       " {'楼主': '乌拉乌拉毛',\n",
       "  '标题': '战略轰炸机科普',\n",
       "  '发表时间': '2020-06-01 21:33',\n",
       "  '访客': '2064',\n",
       "  '回复': '7'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '我们用航迹丈量祖国的每一寸领空',\n",
       "  '发表时间': '2020-06-02 06:35',\n",
       "  '访客': '6474',\n",
       "  '回复': '38'},\n",
       " {'楼主': 'Wjiangxin',\n",
       "  '标题': '由枪骑兵最近嚣张出现在中俄国土附近想到的对策',\n",
       "  '发表时间': '2020-05-30 21:20',\n",
       "  '访客': '2268',\n",
       "  '回复': '8'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '601所研究员对未来作战飞机飞发一体化设计的思考',\n",
       "  '发表时间': '2020-06-02 20:59',\n",
       "  '访客': '108',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'zhonghua7012',\n",
       "  '标题': '从J10A到J10C看成飞的机身工艺进步。',\n",
       "  '发表时间': '2020-05-26 16:13',\n",
       "  '访客': '24300',\n",
       "  '回复': '91'},\n",
       " {'楼主': 'yg199350',\n",
       "  '标题': '说到国产新中运，请教大家几个技术细节？',\n",
       "  '发表时间': '2020-05-29 17:24',\n",
       "  '访客': '6348',\n",
       "  '回复': '33'},\n",
       " {'楼主': '周淼Er1c',\n",
       "  '标题': '歼16的载弹量问题',\n",
       "  '发表时间': '2020-05-20 11:26',\n",
       "  '访客': '7062',\n",
       "  '回复': '33'},\n",
       " {'楼主': '山人五四',\n",
       "  '标题': '歼31总师披露终极目标：用新材料让所有3代机隐身(2014年，林孙央视对话节目)',\n",
       "  '发表时间': '2020-05-24 23:53',\n",
       "  '访客': '19404',\n",
       "  '回复': '119'},\n",
       " {'楼主': 'dppdpp',\n",
       "  '标题': '刚刚在电视上看到 这是什么型号的发动机 直径比一个人还高',\n",
       "  '发表时间': '2020-05-29 09:50',\n",
       "  '访客': '10428',\n",
       "  '回复': '50'},\n",
       " {'楼主': '大光',\n",
       "  '标题': 'H6作为我国目前唯一的常规轰炸机平台，H6N会是其最终改进型号么？',\n",
       "  '发表时间': '2020-05-31 19:48',\n",
       "  '访客': '7368',\n",
       "  '回复': '85'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '香山枫叶',\n",
       "  '标题': '核动力远程轰炸机，用脑子想想有必要吗？',\n",
       "  '发表时间': '2020-06-09 01:48',\n",
       "  '访客': '940',\n",
       "  '回复': '8'},\n",
       " {'楼主': '飞龙宝宝',\n",
       "  '标题': '歼20对对付印度阵风应是单方面屠杀',\n",
       "  '发表时间': '2020-05-19 17:45',\n",
       "  '访客': '45822',\n",
       "  '回复': '278'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '战神亮翅',\n",
       "  '发表时间': '2020-05-31 12:19',\n",
       "  '访客': '19404',\n",
       "  '回复': '96'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '空军最长的安全飞行纪录',\n",
       "  '发表时间': '2020-06-07 20:42',\n",
       "  '访客': '7878',\n",
       "  '回复': '91'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': 'F-117的故事',\n",
       "  '发表时间': '2020-06-08 06:38',\n",
       "  '访客': '2574',\n",
       "  '回复': '18'},\n",
       " {'楼主': 'hw4849',\n",
       "  '标题': '应该开发一款低空突防无人机',\n",
       "  '发表时间': '2020-06-06 21:09',\n",
       "  '访客': '1860',\n",
       "  '回复': '23'},\n",
       " {'楼主': '黄喵',\n",
       "  '标题': 'L-15猎鹰',\n",
       "  '发表时间': '2020-06-06 16:25',\n",
       "  '访客': '6450',\n",
       "  '回复': '21'},\n",
       " {'楼主': '鹰隼123',\n",
       "  '标题': '东航的ARJ21',\n",
       "  '发表时间': '2020-06-07 18:27',\n",
       "  '访客': '4308',\n",
       "  '回复': '15'},\n",
       " {'楼主': '山人五四',\n",
       "  '标题': '2架歼20+4架歼16，能有效防御4架歼20的战术进攻吗？',\n",
       "  '发表时间': '2020-05-28 20:35',\n",
       "  '访客': '11754',\n",
       "  '回复': '137'},\n",
       " {'楼主': 'ziruiwang2004',\n",
       "  '标题': '歼20-手机和电脑的壁纸',\n",
       "  '发表时间': '2019-10-31 11:19',\n",
       "  '访客': '22668',\n",
       "  '回复': '78'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '能飞苏霍伊T4的大神，原来是伊留申设计师之子！',\n",
       "  '发表时间': '2020-06-05 12:58',\n",
       "  '访客': '5124',\n",
       "  '回复': '25'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '这是空域巡逻标配吧',\n",
       "  '发表时间': '2020-06-07 19:55',\n",
       "  '访客': '3900',\n",
       "  '回复': '10'},\n",
       " {'楼主': 'bft3532',\n",
       "  '标题': '请教，怎么转发视频？',\n",
       "  '发表时间': '2020-06-08 10:33',\n",
       "  '访客': '680',\n",
       "  '回复': '0'},\n",
       " {'楼主': '混混兔',\n",
       "  '标题': '这几天翻到一个DJI的宣传视频差点喷了……',\n",
       "  '发表时间': '2020-05-13 12:03',\n",
       "  '访客': '25932',\n",
       "  '回复': '94'},\n",
       " {'楼主': 'GXN123',\n",
       "  '标题': '2款国产大客发动机，为省钱通用核心机，无意中带来额外风险！',\n",
       "  '发表时间': '2020-06-06 21:48',\n",
       "  '访客': '7878',\n",
       "  '回复': '40'},\n",
       " {'楼主': 'l0op8ack',\n",
       "  '标题': '尼米兹级航母与F/A-18C',\n",
       "  '发表时间': '2020-06-08 10:10',\n",
       "  '访客': '524',\n",
       "  '回复': '0'},\n",
       " {'楼主': '雷炎66',\n",
       "  '标题': '逐步淘汰六爷，我们需要开发三款轰炸机。',\n",
       "  '发表时间': '2020-06-04 17:55',\n",
       "  '访客': '4410',\n",
       "  '回复': '54'},\n",
       " {'楼主': '055型178桂林舰',\n",
       "  '标题': '转载： 独家直击 I 雏鹰成长之路',\n",
       "  '发表时间': '2020-06-07 15:34',\n",
       "  '访客': '4818',\n",
       "  '回复': '37'},\n",
       " {'楼主': '10年军迷',\n",
       "  '标题': '正篇05——中国主流弹药简单介绍',\n",
       "  '发表时间': '2020-04-09 22:56',\n",
       "  '访客': '30624',\n",
       "  '回复': '92'},\n",
       " {'楼主': 'f118',\n",
       "  '标题': '历史时刻！美国总统承认：美国因为一洗衣粉发动战争',\n",
       "  '发表时间': '2020-06-08 01:33',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '俄罗斯向叙利亚转让一批米格-29战斗机',\n",
       "  '发表时间': '2020-06-05 09:58',\n",
       "  '访客': '8694',\n",
       "  '回复': '65'},\n",
       " {'楼主': '姜南晏',\n",
       "  '标题': '问一下，现在我军部署在中印边境一线的战机有什么型号？',\n",
       "  '发表时间': '2020-06-03 09:11',\n",
       "  '访客': '8286',\n",
       "  '回复': '57'},\n",
       " {'楼主': 'wu312183101',\n",
       "  '标题': '偶遇运20，飞得很低，可惜手机拿出来慢了，凑合看吧',\n",
       "  '发表时间': '2020-06-07 15:00',\n",
       "  '访客': '3492',\n",
       "  '回复': '5'},\n",
       " {'楼主': 'sharpgun',\n",
       "  '标题': '军武零距离----介绍雅克130的片子',\n",
       "  '发表时间': '2020-06-07 18:29',\n",
       "  '访客': '2268',\n",
       "  '回复': '9'},\n",
       " {'楼主': '祝融星',\n",
       "  '标题': '驻阿富汗美军空袭塔利班 1名当地头目等16人被炸死',\n",
       "  '发表时间': '2020-06-06 07:11',\n",
       "  '访客': '2982',\n",
       "  '回复': '16'},\n",
       " {'楼主': 'tianya2088',\n",
       "  '标题': '解放军战斗机在距离东拉达克30-35公里处飞行',\n",
       "  '发表时间': '2020-06-01 20:34',\n",
       "  '访客': '18894',\n",
       "  '回复': '42'},\n",
       " {'楼主': 'xcl9905',\n",
       "  '标题': '俄拦截拟偷袭基地无人机，无人机简陋动力盒木头做的。桨扇敢是电池驱动的吧',\n",
       "  '发表时间': '2020-01-20 22:21',\n",
       "  '访客': '7776',\n",
       "  '回复': '42'},\n",
       " {'楼主': 'Wjiangxin',\n",
       "  '标题': '到底苏联有没有搞出所谓的饱和式攻击领弹技术',\n",
       "  '发表时间': '2020-06-06 10:26',\n",
       "  '访客': '2676',\n",
       "  '回复': '29'},\n",
       " {'楼主': 'dzytc',\n",
       "  '标题': '又捡了一手机。阳光与蓝天。',\n",
       "  '发表时间': '2020-06-06 12:37',\n",
       "  '访客': '9102',\n",
       "  '回复': '28'},\n",
       " {'楼主': '448519529',\n",
       "  '标题': '3D打印-捡了个手机',\n",
       "  '发表时间': '2020-06-02 00:30',\n",
       "  '访客': '30930',\n",
       "  '回复': '121'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '国外这个空降教练身体素质可以啊！',\n",
       "  '发表时间': '2020-06-06 22:46',\n",
       "  '访客': '3594',\n",
       "  '回复': '6'},\n",
       " {'楼主': 'aptg',\n",
       "  '标题': '感觉叙利亚空军战斗机队现在应该是最憋屈的',\n",
       "  '发表时间': '2020-06-04 23:59',\n",
       "  '访客': '10122',\n",
       "  '回复': '230'},\n",
       " {'楼主': 'Spurs21',\n",
       "  '标题': 'F-15C机身两侧的挂架为什么不能挂载哈姆导弹？',\n",
       "  '发表时间': '2020-06-07 01:32',\n",
       "  '访客': '1350',\n",
       "  '回复': '4'},\n",
       " {'楼主': 'ipeter',\n",
       "  '标题': 'ARJ21飞机不断开拓新商业模式，首次商业载货顺利完成',\n",
       "  '发表时间': '2020-05-18 10:15',\n",
       "  '访客': '5838',\n",
       "  '回复': '32'},\n",
       " {'楼主': '种菜1号',\n",
       "  '标题': '祖国空防“第一道屏障”，察打一体的歼-8F高空高速歼击机',\n",
       "  '发表时间': '2020-05-25 10:16',\n",
       "  '访客': '36132',\n",
       "  '回复': '293'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '战斗机，预警机在青藏高原常态化部署的困难',\n",
       "  '发表时间': '2020-06-05 21:08',\n",
       "  '访客': '8796',\n",
       "  '回复': '58'},\n",
       " {'楼主': 'dannywhb',\n",
       "  '标题': 'ARJ21订单统计和分析（截止2020.03.08）',\n",
       "  '发表时间': '2020-03-08 16:04',\n",
       "  '访客': '11754',\n",
       "  '回复': '39'},\n",
       " {'楼主': 'zhmzjqa',\n",
       "  '标题': 'J20的菊花看起来好像很暗。。。',\n",
       "  '发表时间': '2020-05-31 14:23',\n",
       "  '访客': '12876',\n",
       "  '回复': '28'},\n",
       " {'楼主': '福寿鱼',\n",
       "  '标题': '星战X战机 原型 ，法国莱杜克0.22',\n",
       "  '发表时间': '2020-06-05 14:38',\n",
       "  '访客': '8490',\n",
       "  '回复': '23'},\n",
       " {'楼主': 'swshs',\n",
       "  '标题': '米26级别吊重直升机废土时代神器',\n",
       "  '发表时间': '2020-06-06 18:00',\n",
       "  '访客': '2778',\n",
       "  '回复': '7'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'tuxing260',\n",
       "  '标题': '我国是否需要一种类似B1或者TU160的轰炸机',\n",
       "  '发表时间': '2020-05-30 06:59',\n",
       "  '访客': '7062',\n",
       "  '回复': '101'},\n",
       " {'楼主': 'yg199350',\n",
       "  '标题': '美帝与其用b-1b威胁天朝，干嘛不用潜射巡航导弹呢？',\n",
       "  '发表时间': '2020-05-29 20:36',\n",
       "  '访客': '4920',\n",
       "  '回复': '59'},\n",
       " {'楼主': 'irontears',\n",
       "  '标题': '问个有关J-10系列战机的挂载能力的问题',\n",
       "  '发表时间': '2020-05-31 22:26',\n",
       "  '访客': '4614',\n",
       "  '回复': '48'},\n",
       " {'楼主': '回收二手坦克',\n",
       "  '标题': '求大佬指点预警机的重要性和中国预警机在世界预警机中的位置',\n",
       "  '发表时间': '2020-05-30 14:39',\n",
       "  '访客': '4716',\n",
       "  '回复': '24'},\n",
       " {'楼主': '谐奇趣',\n",
       "  '标题': '下一代战斗机性能标准－－－－－德、法、西达成一致',\n",
       "  '发表时间': '2020-05-31 08:19',\n",
       "  '访客': '14712',\n",
       "  '回复': '82'},\n",
       " {'楼主': '99uiopuiop',\n",
       "  '标题': 'Mig-15的机炮',\n",
       "  '发表时间': '2020-05-25 14:29',\n",
       "  '访客': '10224',\n",
       "  '回复': '90'},\n",
       " {'楼主': '圣骑士@',\n",
       "  '标题': '航电火控接口标准化了吗',\n",
       "  '发表时间': '2020-05-31 17:09',\n",
       "  '访客': '2064',\n",
       "  '回复': '12'},\n",
       " {'楼主': '永远喜欢055',\n",
       "  '标题': '歼20装涡扇10是至少02年就制定了的计划，谁告诉你的这意味着涡扇15遥遥无期的',\n",
       "  '发表时间': '2020-05-26 23:17',\n",
       "  '访客': '10836',\n",
       "  '回复': '51'},\n",
       " {'楼主': 'yg199350',\n",
       "  '标题': '本人心目中的国产新中运是这个样子的，大家看数据合理吗？',\n",
       "  '发表时间': '2020-05-27 11:16',\n",
       "  '访客': '7776',\n",
       "  '回复': '37'},\n",
       " {'楼主': 'weedhorse2019',\n",
       "  '标题': '航空装备领域我们最落后、最被忽视的就是航炮',\n",
       "  '发表时间': '2020-05-29 17:43',\n",
       "  '访客': '12162',\n",
       "  '回复': '113'},\n",
       " {'楼主': '阿新的视界',\n",
       "  '标题': '能否以无侦8为基础研制类似于逆火轰炸机',\n",
       "  '发表时间': '2020-06-01 22:35',\n",
       "  '访客': '1554',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'dzytc',\n",
       "  '标题': 'Su-25\\xa0蛙足全面介绍[超多图][转好文]',\n",
       "  '发表时间': '2003-02-15 18:15',\n",
       "  '访客': '14256',\n",
       "  '回复': '29'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '黑旋风支点。',\n",
       "  '发表时间': '2020-05-31 21:06',\n",
       "  '访客': '5022',\n",
       "  '回复': '12'},\n",
       " {'楼主': 'gansiriben2019',\n",
       "  '标题': '我们的红旗9到底和俄罗斯的s300有多少渊源',\n",
       "  '发表时间': '2020-05-20 16:48',\n",
       "  '访客': '15936',\n",
       "  '回复': '106'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：美军部署在摩洛哥的B-47轰炸机 1957',\n",
       "  '发表时间': '2020-06-01 13:57',\n",
       "  '访客': '1146',\n",
       "  '回复': '3'},\n",
       " {'楼主': 'wangbin瑟尔',\n",
       "  '标题': '综合已曝光的信息，H20一定比B2大，航程一定比B2远',\n",
       "  '发表时间': '2020-05-25 23:20',\n",
       "  '访客': '38274',\n",
       "  '回复': '153'},\n",
       " {'楼主': '黄喵',\n",
       "  '标题': '胖妞飞翔',\n",
       "  '发表时间': '2020-05-31 14:43',\n",
       "  '访客': '5430',\n",
       "  '回复': '13'},\n",
       " {'楼主': 'heyukikaze',\n",
       "  '标题': '出差成都，求指导围观20号的最佳地点',\n",
       "  '发表时间': '2020-05-28 21:20',\n",
       "  '访客': '7572',\n",
       "  '回复': '52'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '张张都能做壁纸！中国空军歼10C战机高清大图大放送',\n",
       "  '发表时间': '2020-05-26 09:48',\n",
       "  '访客': '13998',\n",
       "  '回复': '48'},\n",
       " {'楼主': '洪斌',\n",
       "  '标题': '反对中运是双发涡扇构型的若干理由',\n",
       "  '发表时间': '2020-05-26 14:34',\n",
       "  '访客': '3492',\n",
       "  '回复': '33'},\n",
       " {'楼主': 'Duolimbo',\n",
       "  '标题': '2020珠海航展门票',\n",
       "  '发表时间': '2020-05-27 18:45',\n",
       "  '访客': '8490',\n",
       "  '回复': '32'},\n",
       " {'楼主': 'semi_yanyu',\n",
       "  '标题': '轰炸机是否比客机更适合改装加油机？',\n",
       "  '发表时间': '2020-05-30 10:37',\n",
       "  '访客': '1860',\n",
       "  '回复': '16'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '曾经的俄罗斯姑娘 现在的美空军加油专家',\n",
       "  '发表时间': '2020-05-28 12:08',\n",
       "  '访客': '25422',\n",
       "  '回复': '114'},\n",
       " {'楼主': '陈汤2100',\n",
       "  '标题': '2025年的中国空军实力',\n",
       "  '发表时间': '2020-05-24 22:09',\n",
       "  '访客': '12060',\n",
       "  '回复': '80'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '【不懂就问】单脉冲雷达怎么理解？',\n",
       "  '发表时间': '2020-05-31 12:43',\n",
       "  '访客': '1860',\n",
       "  '回复': '25'},\n",
       " {'楼主': 'superual',\n",
       "  '标题': '鹘鹰新图20200522',\n",
       "  '发表时间': '2020-05-22 05:46',\n",
       "  '访客': '59956',\n",
       "  '回复': '250'},\n",
       " {'楼主': 'statuepeace24',\n",
       "  '标题': '【转微博】512# 歼10C 量产行菊姬',\n",
       "  '发表时间': '2020-05-12 18:11',\n",
       "  '访客': '39702',\n",
       "  '回复': '152'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '有些画面这辈子都难求一见',\n",
       "  '发表时间': '2020-05-30 14:04',\n",
       "  '访客': '23280',\n",
       "  '回复': '61'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': 'C919订单总量815架 CR929启动初步设计工作',\n",
       "  '发表时间': '2020-05-26 16:38',\n",
       "  '访客': '21954',\n",
       "  '回复': '153'},\n",
       " {'楼主': '乌里扬诺夫斯克',\n",
       "  '标题': '国之重器FL-62风洞首次承接型号试验',\n",
       "  '发表时间': '2020-05-28 19:13',\n",
       "  '访客': '15432',\n",
       "  '回复': '47'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：参加非洲作战的法国幻影战斗机 1996',\n",
       "  '发表时间': '2020-05-31 14:50',\n",
       "  '访客': '1554',\n",
       "  '回复': '4'},\n",
       " {'楼主': '历史小白',\n",
       "  '标题': 'f35能充当预计机截击机的混合体吗？',\n",
       "  '发表时间': '2020-05-29 11:21',\n",
       "  '访客': '3390',\n",
       "  '回复': '60'},\n",
       " {'楼主': 'torres20190715',\n",
       "  '标题': '宁波出差，空中有疑似歼11B飞过',\n",
       "  '发表时间': '2020-05-31 23:26',\n",
       "  '访客': '1248',\n",
       "  '回复': '0'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '军网大图：J-10战机夜航训练',\n",
       "  '发表时间': '2020-05-23 22:51',\n",
       "  '访客': '6960',\n",
       "  '回复': '23'},\n",
       " {'楼主': 'yigochen',\n",
       "  '标题': '教育要从娃娃抓起！',\n",
       "  '发表时间': '2020-05-27 18:29',\n",
       "  '访客': '5328',\n",
       "  '回复': '32'},\n",
       " {'楼主': 'tianya2088',\n",
       "  '标题': '据印度媒体报道，解放军加强了阿里昆莎机场，已有战斗机驻扎',\n",
       "  '发表时间': '2020-05-27 07:33',\n",
       "  '访客': '47862',\n",
       "  '回复': '167'},\n",
       " {'楼主': 'cqx7711cqx7711',\n",
       "  '标题': '鹘鹰1.0,2.0研发经费来源及数额的粗浅分析',\n",
       "  '发表时间': '2020-05-08 12:24',\n",
       "  '访客': '20934',\n",
       "  '回复': '231'},\n",
       " {'楼主': '终末之冬',\n",
       "  '标题': '俄罗斯空军现役规模多少？',\n",
       "  '发表时间': '2020-05-27 15:12',\n",
       "  '访客': '5226',\n",
       "  '回复': '28'},\n",
       " {'楼主': 'yg199350',\n",
       "  '标题': '戈林作为第三帝国的空军司令，对德国空军是贡献大还是破坏大？',\n",
       "  '发表时间': '2020-04-16 11:06',\n",
       "  '访客': '20424',\n",
       "  '回复': '213'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '尼日利亚空军即将接收的新军机，A-29超级巨嘴鸟轻型攻击机和枭龙Block2',\n",
       "  '发表时间': '2020-05-29 21:24',\n",
       "  '访客': '6960',\n",
       "  '回复': '24'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'torres20190715',\n",
       "  '标题': '美国海军第100架P-8A在2020年5月14交付。',\n",
       "  '发表时间': '2020-05-16 09:36',\n",
       "  '访客': '5430',\n",
       "  '回复': '45'},\n",
       " {'楼主': 'dzytc',\n",
       "  '标题': '今天很幸运，捡到一个手机.',\n",
       "  '发表时间': '2020-05-12 19:52',\n",
       "  '访客': '31236',\n",
       "  '回复': '76'},\n",
       " {'楼主': '平民的世界',\n",
       "  '标题': '各位,网上有H20的图片视频了，怎么没人讨论？',\n",
       "  '发表时间': '2020-05-24 07:46',\n",
       "  '访客': '4206',\n",
       "  '回复': '1'},\n",
       " {'楼主': '仗势欺人',\n",
       "  '标题': '没有垂尾的某烘都是假的',\n",
       "  '发表时间': '2020-05-23 20:34',\n",
       "  '访客': '8490',\n",
       "  '回复': '43'},\n",
       " {'楼主': 'yaoyuan7310',\n",
       "  '标题': '那个轰20的试飞视频是什么情况',\n",
       "  '发表时间': '2020-05-22 21:30',\n",
       "  '访客': '19302',\n",
       "  '回复': '66'},\n",
       " {'楼主': 'q4188264',\n",
       "  '标题': '俄罗斯苏57产量',\n",
       "  '发表时间': '2020-05-22 17:29',\n",
       "  '访客': '5430',\n",
       "  '回复': '42'},\n",
       " {'楼主': 'zzz989',\n",
       "  '标题': '俄罗斯PAKDA隐身轰炸机发动机的最新进展',\n",
       "  '发表时间': '2020-04-13 14:01',\n",
       "  '访客': '8184',\n",
       "  '回复': '45'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：海湾战争期间的F-117战斗机 1991',\n",
       "  '发表时间': '2020-05-18 10:34',\n",
       "  '访客': '5634',\n",
       "  '回复': '47'},\n",
       " {'楼主': 'nakonshi',\n",
       "  '标题': '捡了个内存卡，直九和直20',\n",
       "  '发表时间': '2020-05-21 18:33',\n",
       "  '访客': '8694',\n",
       "  '回复': '14'},\n",
       " {'楼主': 'paini',\n",
       "  '标题': '狗斗的时候会瞬间收放起落架当减速板吗？',\n",
       "  '发表时间': '2020-05-22 11:57',\n",
       "  '访客': '4512',\n",
       "  '回复': '43'},\n",
       " {'楼主': '夜雨连天',\n",
       "  '标题': '罗罗裁员9000人，并收缩其他投资！！！！',\n",
       "  '发表时间': '2020-05-20 19:25',\n",
       "  '访客': '18486',\n",
       "  '回复': '111'},\n",
       " {'楼主': '鬼蜮精灵',\n",
       "  '标题': '歼10D会是这样的吗？顺便再来几张歼10图',\n",
       "  '发表时间': '2020-05-20 09:29',\n",
       "  '访客': '16956',\n",
       "  '回复': '53'},\n",
       " {'楼主': 'l55',\n",
       "  '标题': '为何长期以来没有为F22装备头显',\n",
       "  '发表时间': '2020-01-05 13:57',\n",
       "  '访客': '10122',\n",
       "  '回复': '84'},\n",
       " {'楼主': '1397216',\n",
       "  '标题': '韩国首尔军事游part 6-朝鲜战争纪念馆-室外展品之韩国空军篇（2019年10月）',\n",
       "  '发表时间': '2019-11-27 20:28',\n",
       "  '访客': '5838',\n",
       "  '回复': '42'},\n",
       " {'楼主': '1397216',\n",
       "  '标题': '韩国首尔军事游part 8-韩国首尔航展ADEX-2019地面展示篇（2019年10月）',\n",
       "  '发表时间': '2020-03-15 21:18',\n",
       "  '访客': '4104',\n",
       "  '回复': '48'},\n",
       " {'楼主': '韩珊珊的水',\n",
       "  '标题': '意大利侵略利比亚的防空弓箭是怎么回事？',\n",
       "  '发表时间': '2020-05-20 22:04',\n",
       "  '访客': '6756',\n",
       "  '回复': '31'},\n",
       " {'楼主': 'wangbin瑟尔',\n",
       "  '标题': '谁说我们的战略轰炸机不能轰炸美国本土？',\n",
       "  '发表时间': '2020-05-19 18:58',\n",
       "  '访客': '13182',\n",
       "  '回复': '160'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '我们空军，海军航空兵和F35,F22有没有遭遇过?',\n",
       "  '发表时间': '2020-05-22 16:16',\n",
       "  '访客': '2472',\n",
       "  '回复': '7'},\n",
       " {'楼主': 'nazarafel',\n",
       "  '标题': '空中力量我们还缺啥',\n",
       "  '发表时间': '2020-05-21 09:03',\n",
       "  '访客': '5838',\n",
       "  '回复': '55'},\n",
       " {'楼主': 'jstar117j',\n",
       "  '标题': '苏35的机体，配涡扇15发动机，歼20的航电，是否能与F35一战',\n",
       "  '发表时间': '2020-05-18 16:23',\n",
       "  '访客': '6450',\n",
       "  '回复': '78'},\n",
       " {'楼主': '番茄蛋饭2002',\n",
       "  '标题': '转帖贵飞公司，威武！酷图来袭:为了打赢，向战而飞！【贵飞微信NO.1160】',\n",
       "  '发表时间': '2020-05-19 08:34',\n",
       "  '访客': '7980',\n",
       "  '回复': '22'},\n",
       " {'楼主': '重感情的人',\n",
       "  '标题': '苏30sm比苏35差在哪里？',\n",
       "  '发表时间': '2020-05-22 21:19',\n",
       "  '访客': '2778',\n",
       "  '回复': '8'},\n",
       " {'楼主': '品茶论玄机',\n",
       "  '标题': '中国垂直起降战机有没有可能用燃料发动机方式？',\n",
       "  '发表时间': '2020-05-11 17:38',\n",
       "  '访客': '5124',\n",
       "  '回复': '87'},\n",
       " {'楼主': 'wangyiw',\n",
       "  '标题': '民航局批准美国航司六月飞中国航班计划',\n",
       "  '发表时间': '2020-05-23 09:17',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': '越科幻越喜欢',\n",
       "  '标题': '美畜第一个对我兔禁航如今又要求通航',\n",
       "  '发表时间': '2020-05-21 17:02',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'yanjia123456',\n",
       "  '标题': '核动力地效飞行器载台配合中程或战略轰炸机的思路',\n",
       "  '发表时间': '2020-05-22 17:43',\n",
       "  '访客': '732',\n",
       "  '回复': '2'},\n",
       " {'楼主': 'Intensity',\n",
       "  '标题': '关于核战斗部防空导弹的战斗效能',\n",
       "  '发表时间': '2020-03-31 23:39',\n",
       "  '访客': '2064',\n",
       "  '回复': '20'},\n",
       " {'楼主': '超大旁观者',\n",
       "  '标题': '调查，大家觉得侧卫家族好看，还是大猫好看？多选',\n",
       "  '发表时间': '2020-04-19 13:40',\n",
       "  '访客': '19710',\n",
       "  '回复': '129'},\n",
       " {'楼主': '叫兽猎人',\n",
       "  '标题': '台湾分裂势力的海空军的实力在全世界其实也算拿的出手了吧',\n",
       "  '发表时间': '2020-05-12 21:22',\n",
       "  '访客': '19098',\n",
       "  '回复': '167'},\n",
       " {'楼主': 'gansiriben2019',\n",
       "  '标题': '红旗2还能否一战？',\n",
       "  '发表时间': '2020-05-12 15:53',\n",
       "  '访客': '17466',\n",
       "  '回复': '196'},\n",
       " {'楼主': '精妙决策',\n",
       "  '标题': '用WS20做为过度型919动力的思考！',\n",
       "  '发表时间': '2020-03-01 12:14',\n",
       "  '访客': '20220',\n",
       "  '回复': '182'},\n",
       " {'楼主': 'gansiriben2019',\n",
       "  '标题': '为啥总有人说20航展 上飞的动作不漂亮就怀疑它的战斗力呢',\n",
       "  '发表时间': '2020-05-19 11:50',\n",
       "  '访客': '15630',\n",
       "  '回复': '211'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：阿根廷空军的支奴干 1979',\n",
       "  '发表时间': '2020-05-16 20:31',\n",
       "  '访客': '2472',\n",
       "  '回复': '7'},\n",
       " {'楼主': '地球守护者',\n",
       "  '标题': '航空技术我们还有2个空白:变后掠翼和垂直起飞',\n",
       "  '发表时间': '2020-05-20 10:37',\n",
       "  '访客': '7266',\n",
       "  '回复': '104'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '首批苏-57战机将于今年交付俄空天军',\n",
       "  '发表时间': '2020-05-22 11:02',\n",
       "  '访客': '2676',\n",
       "  '回复': '31'},\n",
       " {'楼主': 'chaoda1225',\n",
       "  '标题': '首摔！美空军一F-35A战机坠毁',\n",
       "  '发表时间': '2020-05-20 13:42',\n",
       "  '访客': '24830',\n",
       "  '回复': '143'},\n",
       " {'楼主': 'dingoogle',\n",
       "  '标题': '体验一下3D版J20',\n",
       "  '发表时间': '2020-05-20 19:42',\n",
       "  '访客': '10836',\n",
       "  '回复': '46'},\n",
       " {'楼主': 'HCK1250@163.COM',\n",
       "  '标题': '中国直升機現邊界 印度戰機火速升空',\n",
       "  '发表时间': '2020-05-20 23:39',\n",
       "  '访客': '10836',\n",
       "  '回复': '23'},\n",
       " {'楼主': 'ramsms',\n",
       "  '标题': '看到F35坠毁的帖子有感而发',\n",
       "  '发表时间': '2020-05-20 16:15',\n",
       "  '访客': '8082',\n",
       "  '回复': '51'},\n",
       " {'楼主': '深度空间O',\n",
       "  '标题': '轰X型高超音速战略轰炸机构想图（纯属YY）',\n",
       "  '发表时间': '2020-05-20 18:55',\n",
       "  '访客': '10224',\n",
       "  '回复': '59'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '惊险的萨博37降落事故',\n",
       "  '发表时间': '2020-05-26 13:31',\n",
       "  '访客': '2778',\n",
       "  '回复': '3'},\n",
       " {'楼主': 'a2475606',\n",
       "  '标题': '为什么飞行员在空中需要打手势？',\n",
       "  '发表时间': '2020-05-19 17:43',\n",
       "  '访客': '5430',\n",
       "  '回复': '33'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '海航这个加起来也是二十。',\n",
       "  '发表时间': '2020-05-26 12:55',\n",
       "  '访客': '2778',\n",
       "  '回复': '4'},\n",
       " {'楼主': 'nazarafel',\n",
       "  '标题': '光刻机和航发那个难度大？',\n",
       "  '发表时间': '2020-05-15 15:56',\n",
       "  '访客': '40008',\n",
       "  '回复': '372'},\n",
       " {'楼主': '鹰王1号',\n",
       "  '标题': '俄第五代战斗机苏-57在测试期间演练了无人驾驶模式。',\n",
       "  '发表时间': '2020-05-18 16:02',\n",
       "  '访客': '10020',\n",
       "  '回复': '83'},\n",
       " {'楼主': '隐形大侦探',\n",
       "  '标题': '为了舰载型鹘鹰？沈飞厂、沈阳601所互派挂职人员促进专业技术能力提升',\n",
       "  '发表时间': '2020-05-20 21:44',\n",
       "  '访客': '19812',\n",
       "  '回复': '206'},\n",
       " {'楼主': 'wangbin瑟尔',\n",
       "  '标题': 'F22很容易被机炮干掉，吊打台风，脚踢塑料虫，法鸡飞行员都这么有自信吗？',\n",
       "  '发表时间': '2020-05-18 23:43',\n",
       "  '访客': '17262',\n",
       "  '回复': '358'},\n",
       " {'楼主': '唐吉张居正',\n",
       "  '标题': '和航发对标的是芯片，而不是光刻机',\n",
       "  '发表时间': '2020-05-17 22:50',\n",
       "  '访客': '8898',\n",
       "  '回复': '93'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：大波波家曾经养了一群装配匠 1991',\n",
       "  '发表时间': '2020-05-17 10:10',\n",
       "  '访客': '20424',\n",
       "  '回复': '179'},\n",
       " {'楼主': '隐形大侦探',\n",
       "  '标题': '溯本清源求证，双发的机头进气歼8方案，是谁提出来的',\n",
       "  '发表时间': '2020-05-23 22:33',\n",
       "  '访客': '11040',\n",
       "  '回复': '109'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '南朝鲜出口塞内加尔的KT-1S教练攻击机',\n",
       "  '发表时间': '2020-05-25 08:27',\n",
       "  '访客': '4614',\n",
       "  '回复': '31'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '现代大型军用运输机外形尺寸对比',\n",
       "  '发表时间': '2020-05-25 08:31',\n",
       "  '访客': '5736',\n",
       "  '回复': '47'},\n",
       " {'楼主': '兮若谷',\n",
       "  '标题': '远望六号拍的这是啥飞机',\n",
       "  '发表时间': '2020-05-20 23:09',\n",
       "  '访客': '13692',\n",
       "  '回复': '38'},\n",
       " {'楼主': 'rhcdmz',\n",
       "  '标题': '求关于一战沙俄水上飞机的信息',\n",
       "  '发表时间': '2020-05-25 22:28',\n",
       "  '访客': '524',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'dacao',\n",
       "  '标题': '航空发动机高空模拟试车台',\n",
       "  '发表时间': '2020-03-06 16:18',\n",
       "  '访客': '12264',\n",
       "  '回复': '87'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '波音747——“战略轰炸机”',\n",
       "  '发表时间': '2020-04-13 09:31',\n",
       "  '访客': '8592',\n",
       "  '回复': '33'},\n",
       " {'楼主': '鹰击-长空',\n",
       "  '标题': '这是什么型号四代机？',\n",
       "  '发表时间': '2020-05-24 17:33',\n",
       "  '访客': '9918',\n",
       "  '回复': '47'},\n",
       " {'楼主': '钳子',\n",
       "  '标题': '美国的先进空空弹产能如何？',\n",
       "  '发表时间': '2020-05-25 10:59',\n",
       "  '访客': '1860',\n",
       "  '回复': '9'},\n",
       " {'楼主': '自行电磁炮',\n",
       "  '标题': '有人拿歼20的试飞期推测歼31的试飞期是不对的，歼31要短很多',\n",
       "  '发表时间': '2020-05-18 08:35',\n",
       "  '访客': '13794',\n",
       "  '回复': '90'},\n",
       " {'楼主': '宝宝巴士',\n",
       "  '标题': '中国唯一的一次变后掠翼飞机的尝试: 强6对地攻击机',\n",
       "  '发表时间': '2020-05-07 08:54',\n",
       "  '访客': '15222',\n",
       "  '回复': '82'},\n",
       " {'楼主': 'wangbin瑟尔',\n",
       "  '标题': '不要再说歼20推力不足了，即使用太行改，推重比也不比F22差',\n",
       "  '发表时间': '2020-04-18 22:14',\n",
       "  '访客': '47556',\n",
       "  '回复': '556'},\n",
       " {'楼主': '那有一棵树',\n",
       "  '标题': '前所未有！美军轰炸机飞越俄罗斯门户',\n",
       "  '发表时间': '2020-05-25 07:45',\n",
       "  '访客': '8184',\n",
       "  '回复': '41'},\n",
       " {'楼主': '蓝色波斯菊',\n",
       "  '标题': '鹘鹰新图 2.0涂装 31003？',\n",
       "  '发表时间': '2020-05-17 23:09',\n",
       "  '访客': '85500',\n",
       "  '回复': '670'},\n",
       " {'楼主': '越后之龙',\n",
       "  '标题': '2018年台湾纪录片《疾风魅影：黑猫中队》',\n",
       "  '发表时间': '2020-01-12 13:03',\n",
       "  '访客': '16956',\n",
       "  '回复': '122'},\n",
       " {'楼主': '德云班主',\n",
       "  '标题': '歼10-21项目与歼10C没有关系，歼10D也是个误会',\n",
       "  '发表时间': '2020-05-21 23:27',\n",
       "  '访客': '13692',\n",
       "  '回复': '64'},\n",
       " {'楼主': 'tsuihao',\n",
       "  '标题': '首批苏-57战机将于今年交付俄空天军',\n",
       "  '发表时间': '2020-05-23 21:03',\n",
       "  '访客': '3492',\n",
       "  '回复': '32'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '轰六新涂装来啦！',\n",
       "  '发表时间': '2020-05-22 14:40',\n",
       "  '访客': '22566',\n",
       "  '回复': '52'},\n",
       " {'楼主': 'CCCFXA',\n",
       "  '标题': '台媒： 歼-10C量產 總生產量達600架',\n",
       "  '发表时间': '2020-05-18 11:31',\n",
       "  '访客': '25830',\n",
       "  '回复': '120'},\n",
       " {'楼主': 'tsuihao',\n",
       "  '标题': '美国称将退出《开放天空条约》',\n",
       "  '发表时间': '2020-05-23 21:06',\n",
       "  '访客': '1860',\n",
       "  '回复': '3'},\n",
       " {'楼主': 'Hussarbyron',\n",
       "  '标题': '硬盘旧货-VIP师系列',\n",
       "  '发表时间': '2020-05-23 13:29',\n",
       "  '访客': '7776',\n",
       "  '回复': '41'},\n",
       " {'楼主': '北林团子',\n",
       "  '标题': '【来自强大的微博】目标中国航母？美B-1B轰炸机在日本附近进行新型反舰导弹训练',\n",
       "  '发表时间': '2020-05-24 21:35',\n",
       "  '访客': '2676',\n",
       "  '回复': '7'},\n",
       " {'楼主': '4008001',\n",
       "  '标题': '原创：简单的估算一下J31的内油与航程之间的关系',\n",
       "  '发表时间': '2014-11-23 00:28',\n",
       "  '访客': '56468',\n",
       "  '回复': '229'},\n",
       " {'楼主': '乌里扬诺夫斯克',\n",
       "  '标题': '战略轰炸机远程打击美国本土可行性分析',\n",
       "  '发表时间': '2020-05-19 11:58',\n",
       "  '访客': '7470',\n",
       "  '回复': '144'},\n",
       " {'楼主': 'papop',\n",
       "  '标题': '跪求这几装低可视涂装J-16的原图地址',\n",
       "  '发表时间': '2020-05-11 02:27',\n",
       "  '访客': '10428',\n",
       "  '回复': '44'},\n",
       " {'楼主': 'tsuihao',\n",
       "  '标题': '我国首型高原型无人直升机成功首飞',\n",
       "  '发表时间': '2020-05-23 11:45',\n",
       "  '访客': '7980',\n",
       "  '回复': '32'},\n",
       " {'楼主': 'papop',\n",
       "  '标题': '求教一下J-10双座型的问题',\n",
       "  '发表时间': '2020-05-24 14:09',\n",
       "  '访客': '1146',\n",
       "  '回复': '9'},\n",
       " {'楼主': 'lnaround',\n",
       "  '标题': '回忆录里的猛龙诞生记',\n",
       "  '发表时间': '2018-09-10 16:39',\n",
       "  '访客': '64590',\n",
       "  '回复': '970'},\n",
       " {'楼主': 'runner131',\n",
       "  '标题': '石破天惊, 成飞翼龙无人机竞标陆军无人机失利, 输给不知名民企!',\n",
       "  '发表时间': '2020-05-23 15:05',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'l55',\n",
       "  '标题': '反隐身远程雷达和远程通讯网的对手：下一代低频段干扰机 NGJ-LB',\n",
       "  '发表时间': '2020-05-21 11:49',\n",
       "  '访客': '5124',\n",
       "  '回复': '53'},\n",
       " {'楼主': '中东信使1',\n",
       "  '标题': '红翼航空被要求购买在2024年前购买60架SSJ100',\n",
       "  '发表时间': '2020-05-22 21:20',\n",
       "  '访客': '5328',\n",
       "  '回复': '13'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '白衫少年',\n",
       "  '标题': '这也太帅了吧',\n",
       "  '发表时间': '2019-10-08 13:41',\n",
       "  '访客': '53778',\n",
       "  '回复': '132'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '美国空军B-1B枪骑兵轰炸机欧洲绕圈',\n",
       "  '发表时间': '2020-05-30 09:38',\n",
       "  '访客': '4410',\n",
       "  '回复': '33'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '空降兵的重火力都在这儿了',\n",
       "  '发表时间': '2020-05-29 08:36',\n",
       "  '访客': '8898',\n",
       "  '回复': '33'},\n",
       " {'楼主': 'ychx',\n",
       "  '标题': '歼10A挂载PL10导弹 或将全面升级 作战能力媲美F16V(图）',\n",
       "  '发表时间': '2020-05-29 15:06',\n",
       "  '访客': '8592',\n",
       "  '回复': '50'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '斯洛伐克空军还有几架MiG-29战斗机',\n",
       "  '发表时间': '2020-05-23 13:43',\n",
       "  '访客': '5124',\n",
       "  '回复': '47'},\n",
       " {'楼主': '北京富爷7343',\n",
       "  '标题': '美太空军刚成立，美剧就编个神剧，中国太空欺负美帝卫星',\n",
       "  '发表时间': '2020-05-31 01:42',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'gwyfs1010110',\n",
       "  '标题': '土耳其用标准打翼龙2，到底是赚了还是亏了？',\n",
       "  '发表时间': '2020-05-26 17:14',\n",
       "  '访客': '19506',\n",
       "  '回复': '81'},\n",
       " {'楼主': 'yaowe007',\n",
       "  '标题': '对岸，高教機下月首飛',\n",
       "  '发表时间': '2020-05-27 10:53',\n",
       "  '访客': '5022',\n",
       "  '回复': '19'},\n",
       " {'楼主': '小虎子256',\n",
       "  '标题': 'C-17“环球霸王III”重型运输机的发动机',\n",
       "  '发表时间': '2020-05-29 15:59',\n",
       "  '访客': '4818',\n",
       "  '回复': '18'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '苏-30SM挂载244N型核弹飞行（ 同型训练弹IAB-500）',\n",
       "  '发表时间': '2020-05-16 23:23',\n",
       "  '访客': '9102',\n",
       "  '回复': '38'},\n",
       " {'楼主': '小虎子256',\n",
       "  '标题': '土鸡的无人机很猛啊',\n",
       "  '发表时间': '2020-05-28 18:35',\n",
       "  '访客': '13590',\n",
       "  '回复': '44'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '军网大图：战机在机库中枕戈待旦',\n",
       "  '发表时间': '2020-05-25 21:28',\n",
       "  '访客': '6858',\n",
       "  '回复': '18'},\n",
       " {'楼主': '卡斯特梅的雨季',\n",
       "  '标题': '中等推力发动机',\n",
       "  '发表时间': '2020-05-28 16:34',\n",
       "  '访客': '11550',\n",
       "  '回复': '52'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '蒙古空军成立95周年',\n",
       "  '发表时间': '2020-05-27 10:03',\n",
       "  '访客': '10530',\n",
       "  '回复': '101'},\n",
       " {'楼主': 'CVN80企业号',\n",
       "  '标题': '某地的石榴挂YJ91',\n",
       "  '发表时间': '2020-05-29 21:46',\n",
       "  '访客': '7164',\n",
       "  '回复': '18'},\n",
       " {'楼主': 'Alpha_I',\n",
       "  '标题': '2030海空军战斗机狂想及采购成本预测',\n",
       "  '发表时间': '2020-05-28 22:03',\n",
       "  '访客': '3696',\n",
       "  '回复': '70'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '观沧海',\n",
       "  '发表时间': '2020-05-30 13:16',\n",
       "  '访客': '2676',\n",
       "  '回复': '2'},\n",
       " {'楼主': '鹿乡约',\n",
       "  '标题': '珠峰航测',\n",
       "  '发表时间': '2020-05-28 05:57',\n",
       "  '访客': '8592',\n",
       "  '回复': '37'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '超级美洲狮双发多用途直升机',\n",
       "  '发表时间': '2020-05-28 21:42',\n",
       "  '访客': '2982',\n",
       "  '回复': '15'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '印度空军组建第二支“光辉”战机中队',\n",
       "  '发表时间': '2020-05-26 14:27',\n",
       "  '访客': '8082',\n",
       "  '回复': '50'},\n",
       " {'楼主': 'deathmatch',\n",
       "  '标题': '【原创图】用AN124来改造一个平流层发射系统',\n",
       "  '发表时间': '2020-05-26 15:32',\n",
       "  '访客': '2574',\n",
       "  '回复': '25'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '加拿大小虫子逼真的欺骗座舱盖涂装。',\n",
       "  '发表时间': '2020-05-27 20:57',\n",
       "  '访客': '12366',\n",
       "  '回复': '39'},\n",
       " {'楼主': 'Kin_Fung',\n",
       "  '标题': '能讓隱轟搭配特種作戰模塊嗎？',\n",
       "  '发表时间': '2020-05-30 00:35',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': '尘世游人',\n",
       "  '标题': '美国传说中的AIM120D空空导弹是假的？？',\n",
       "  '发表时间': '2019-11-27 12:46',\n",
       "  '访客': '22974',\n",
       "  '回复': '116'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '两肋插刀！俄罗斯两架su-35拦截波塞冬',\n",
       "  '发表时间': '2020-05-27 11:05',\n",
       "  '访客': '23226',\n",
       "  '回复': '130'},\n",
       " {'楼主': '无色不是透明',\n",
       "  '标题': '给大家推荐一个空军的摄影师',\n",
       "  '发表时间': '2020-05-29 10:50',\n",
       "  '访客': '2778',\n",
       "  '回复': '10'},\n",
       " {'楼主': 'zhengpan',\n",
       "  '标题': '某武装直升机从头顶飞过',\n",
       "  '发表时间': '2020-05-29 22:53',\n",
       "  '访客': '1860',\n",
       "  '回复': '3'},\n",
       " {'楼主': 'chaoda1225',\n",
       "  '标题': '据国际文传电讯社：俄罗斯空军在黑海拦截了两架美国轰炸机',\n",
       "  '发表时间': '2020-05-29 22:21',\n",
       "  '访客': '1146',\n",
       "  '回复': '3'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '有钱买多用途，没钱是用途多。',\n",
       "  '发表时间': '2020-05-26 13:59',\n",
       "  '访客': '8388',\n",
       "  '回复': '40'},\n",
       " {'楼主': '汉唐风雨',\n",
       "  '标题': '猜猜看，什么样高精尖的项目在竞争择优了？',\n",
       "  '发表时间': '2020-05-29 17:05',\n",
       "  '访客': '2982',\n",
       "  '回复': '16'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '也不装个雨刮器，粘个膜也行啊！',\n",
       "  '发表时间': '2020-05-27 20:20',\n",
       "  '访客': '8490',\n",
       "  '回复': '25'},\n",
       " {'楼主': 'chq001',\n",
       "  '标题': '波音公司将裁员1.2万人',\n",
       "  '发表时间': '2020-05-28 19:06',\n",
       "  '访客': '5328',\n",
       "  '回复': '22'},\n",
       " {'楼主': '武统台湾省',\n",
       "  '标题': '未来的中国空军战斗机美图',\n",
       "  '发表时间': '2020-05-27 16:16',\n",
       "  '访客': '7470',\n",
       "  '回复': '35'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '军网大图：J-10战机发射火箭对地攻击',\n",
       "  '发表时间': '2020-05-24 22:11',\n",
       "  '访客': '9204',\n",
       "  '回复': '74'},\n",
       " {'楼主': '狗熊二',\n",
       "  '标题': '超导技术可以用于有缘相控阵雷达吗',\n",
       "  '发表时间': '2020-05-28 08:23',\n",
       "  '访客': '2166',\n",
       "  '回复': '25'},\n",
       " {'楼主': '奶瓶战斗机',\n",
       "  '标题': '能不能在运20的基础上发展一款战略轰炸机',\n",
       "  '发表时间': '2020-05-19 19:09',\n",
       "  '访客': '7266',\n",
       "  '回复': '84'},\n",
       " {'楼主': '葫芦军团',\n",
       "  '标题': '为什么国民党一直掌握制空权、制信息权，在战争中没有一点用？',\n",
       "  '发表时间': '2020-04-14 07:39',\n",
       "  '访客': '29502',\n",
       "  '回复': '295'},\n",
       " {'楼主': 'dppdpp',\n",
       "  '标题': '刚刚在电视上看到   这是什么型号的发动机  直径比一个人还高',\n",
       "  '发表时间': '2020-05-28 23:24',\n",
       "  '访客': '2982',\n",
       "  '回复': '0'},\n",
       " {'楼主': '2233a2010',\n",
       "  '标题': '我认为值得单发一帖进行讨论',\n",
       "  '发表时间': '2020-05-28 16:58',\n",
       "  '访客': '2064',\n",
       "  '回复': '10'},\n",
       " {'楼主': '宝宝巴士',\n",
       "  '标题': '戴着口罩复工组装第一架新海盗旗',\n",
       "  '发表时间': '2020-05-06 22:32',\n",
       "  '访客': '7062',\n",
       "  '回复': '24'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '水货老师',\n",
       "  '标题': '发个帖说说三个脑洞',\n",
       "  '发表时间': '2020-05-22 21:55',\n",
       "  '访客': '3288',\n",
       "  '回复': '14'},\n",
       " {'楼主': 'cder_iuuthwl0',\n",
       "  '标题': '最大飞机再次飞离天津',\n",
       "  '发表时间': '2020-05-28 08:40',\n",
       "  '访客': '4002',\n",
       "  '回复': '6'},\n",
       " {'楼主': 'lzneng',\n",
       "  '标题': 'gongke说过的单晶良率很高的民营成都航宇，2020年开始交付中推用单晶',\n",
       "  '发表时间': '2020-05-10 08:59',\n",
       "  '访客': '21852',\n",
       "  '回复': '85'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '大毛咋天又坠毁一架米8，机毁人亡。',\n",
       "  '发表时间': '2020-05-27 13:17',\n",
       "  '访客': '5736',\n",
       "  '回复': '32'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '歼10D或者Z型，受制于发动机',\n",
       "  '发表时间': '2020-05-23 10:47',\n",
       "  '访客': '14712',\n",
       "  '回复': '87'},\n",
       " {'楼主': 'sunmingchi',\n",
       "  '标题': '全球最先进三代半战机首飞，带22枚中距导弹，单价是F35三倍',\n",
       "  '发表时间': '2020-04-16 12:12',\n",
       "  '访客': '30624',\n",
       "  '回复': '138'},\n",
       " {'楼主': 'HCK1250@163.COM',\n",
       "  '标题': '印度宣布採購450架戰機 專家：難對抗陸5代戰機',\n",
       "  '发表时间': '2020-05-20 23:33',\n",
       "  '访客': '15528',\n",
       "  '回复': '79'},\n",
       " {'楼主': '飞马流星',\n",
       "  '标题': '老毛子的隐身轰炸机？？？？',\n",
       "  '发表时间': '2020-05-26 18:32',\n",
       "  '访客': '11856',\n",
       "  '回复': '40'},\n",
       " {'楼主': '瑞鹤',\n",
       "  '标题': '谈谈B-1B对兔子的巨大威胁以及兔子的反制措施',\n",
       "  '发表时间': '2020-05-14 02:32',\n",
       "  '访客': '38682',\n",
       "  '回复': '432'},\n",
       " {'楼主': '峨嵋派掌门',\n",
       "  '标题': '一直想说其实要搞中运，双涡扇才是最合适的',\n",
       "  '发表时间': '2020-05-26 02:15',\n",
       "  '访客': '2982',\n",
       "  '回复': '23'},\n",
       " {'楼主': 'lancerweiki',\n",
       "  '标题': '为什么隐身战机要谨慎开雷达？',\n",
       "  '发表时间': '2020-05-24 13:23',\n",
       "  '访客': '7062',\n",
       "  '回复': '56'},\n",
       " {'楼主': 'Kin_Fung',\n",
       "  '标题': '台海上空的左勾拳：倒刺戰術',\n",
       "  '发表时间': '2020-05-28 09:37',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '春天种下一批飞机，秋天就能收货挂满导弹的飞机。',\n",
       "  '发表时间': '2020-05-26 12:46',\n",
       "  '访客': '7368',\n",
       "  '回复': '29'},\n",
       " {'楼主': '老傅',\n",
       "  '标题': '西藏高原很多的湖面可以作为水上飞机的机场吗？',\n",
       "  '发表时间': '2020-05-26 17:51',\n",
       "  '访客': '4818',\n",
       "  '回复': '46'},\n",
       " {'楼主': '愚哉子安',\n",
       "  '标题': '关于F15的一个速度限制',\n",
       "  '发表时间': '2020-05-26 23:02',\n",
       "  '访客': '2370',\n",
       "  '回复': '27'},\n",
       " {'楼主': 'xq9958',\n",
       "  '标题': '高原无人机',\n",
       "  '发表时间': '2020-05-26 16:31',\n",
       "  '访客': '2778',\n",
       "  '回复': '3'},\n",
       " {'楼主': 'jsszzd19',\n",
       "  '标题': '中国商飞C919完成地面侧风试验离开内蒙古',\n",
       "  '发表时间': '2020-05-26 05:55',\n",
       "  '访客': '15630',\n",
       "  '回复': '102'},\n",
       " {'楼主': '爆米一支花',\n",
       "  '标题': '发现粉红J11,飞飞么么哒',\n",
       "  '发表时间': '2020-05-21 21:08',\n",
       "  '访客': '11958',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'freder',\n",
       "  '标题': '这几张石榴真是好看',\n",
       "  '发表时间': '2020-02-28 04:49',\n",
       "  '访客': '35520',\n",
       "  '回复': '180'},\n",
       " {'楼主': 'andreigmail',\n",
       "  '标题': '能否开发新式中程空空导弹',\n",
       "  '发表时间': '2020-05-18 13:16',\n",
       "  '访客': '2268',\n",
       "  '回复': '17'},\n",
       " {'楼主': '皮包公司',\n",
       "  '标题': '歼8首任总设计师黄志千烈士纪念塑像在沈阳落成',\n",
       "  '发表时间': '2020-05-23 11:24',\n",
       "  '访客': '14406',\n",
       "  '回复': '211'},\n",
       " {'楼主': 'wangbo2010',\n",
       "  '标题': '一张油画',\n",
       "  '发表时间': '2020-05-26 15:38',\n",
       "  '访客': '9408',\n",
       "  '回复': '29'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '一架B52在强烈的侧风下顽强起飞',\n",
       "  '发表时间': '2020-05-26 23:19',\n",
       "  '访客': '4206',\n",
       "  '回复': '6'},\n",
       " {'楼主': '迎来一个个早晨',\n",
       "  '标题': 'F22歼20苏57尺寸图',\n",
       "  '发表时间': '2020-05-26 16:47',\n",
       "  '访客': '4512',\n",
       "  '回复': '10'},\n",
       " {'楼主': '大光',\n",
       "  '标题': '唐总是否参与过轰六（H6K）系列轰炸机的研发？',\n",
       "  '发表时间': '2020-05-26 10:05',\n",
       "  '访客': '2064',\n",
       "  '回复': '8'},\n",
       " {'楼主': '空军#总司令',\n",
       "  '标题': '歼十家族将迎来更加威猛的兄弟？',\n",
       "  '发表时间': '2020-05-15 21:58',\n",
       "  '访客': '33786',\n",
       "  '回复': '167'},\n",
       " {'楼主': '和谐电3D',\n",
       "  '标题': '其实FC31前景还是可期的，RD33拥有不错的增推潜力，最坏情况下也能让FC31和四代机狗斗',\n",
       "  '发表时间': '2020-05-23 23:52',\n",
       "  '访客': '12162',\n",
       "  '回复': '113'},\n",
       " {'楼主': 'CVN80企业号',\n",
       "  '标题': '带加油管的歼16',\n",
       "  '发表时间': '2020-05-24 20:10',\n",
       "  '访客': '11040',\n",
       "  '回复': '42'},\n",
       " {'楼主': '超级侧卫',\n",
       "  '标题': '转自WB,歼20挂着副油箱从脑瓜顶飞过',\n",
       "  '发表时间': '2020-05-26 07:44',\n",
       "  '访客': '16362',\n",
       "  '回复': '58'},\n",
       " {'楼主': '噬人飞鲨',\n",
       "  '标题': '美军两架B-1B轰炸机再度飞入中国南海上空',\n",
       "  '发表时间': '2020-05-27 07:55',\n",
       "  '访客': '2982',\n",
       "  '回复': '13'},\n",
       " {'楼主': '1397216',\n",
       "  '标题': '法意瑞波匈军事游part 10-波兰华沙军队博物馆-波兰空军飞机部分（2020年2月）',\n",
       "  '发表时间': '2020-05-24 14:53',\n",
       "  '访客': '4002',\n",
       "  '回复': '26'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '阿联酋1架翼龙2无人机疑被利比亚击落',\n",
       "  '发表时间': '2020-05-25 07:50',\n",
       "  '访客': '14508',\n",
       "  '回复': '84'},\n",
       " {'楼主': '新兵蛋子051C',\n",
       "  '标题': '2020年军费预算出来了！增长了6.6%！还能多造一些歼16和歼10C！',\n",
       "  '发表时间': '2020-05-22 12:52',\n",
       "  '访客': '35724',\n",
       "  '回复': '106'},\n",
       " {'楼主': '不生不灭',\n",
       "  '标题': '北方猛禽++++闪电奶妈',\n",
       "  '发表时间': '2020-05-26 10:41',\n",
       "  '访客': '9000',\n",
       "  '回复': '25'},\n",
       " {'楼主': '乌里扬诺夫斯克',\n",
       "  '标题': '强度所气候环境实验室正式启用',\n",
       "  '发表时间': '2020-05-24 20:14',\n",
       "  '访客': '4104',\n",
       "  '回复': '24'},\n",
       " {'楼主': 'gansiriben2019',\n",
       "  '标题': '请版主删帖',\n",
       "  '发表时间': '2020-05-26 19:53',\n",
       "  '访客': '6348',\n",
       "  '回复': '20'},\n",
       " {'楼主': 'ILM',\n",
       "  '标题': '养鸡说我鳖最新批次J11BS的太行发动机是最新的型号在领先试用',\n",
       "  '发表时间': '2020-04-03 13:54',\n",
       "  '访客': '67956',\n",
       "  '回复': '202'},\n",
       " {'楼主': '中东信使1',\n",
       "  '标题': '三菱飞机关闭海外地点并裁员',\n",
       "  '发表时间': '2020-05-26 21:08',\n",
       "  '访客': '680',\n",
       "  '回复': '0'},\n",
       " {'楼主': '乌里扬诺夫斯克',\n",
       "  '标题': 'F-22、苏-57、歼-20尺寸对比',\n",
       "  '发表时间': '2020-05-24 10:44',\n",
       "  '访客': '10836',\n",
       "  '回复': '53'},\n",
       " {'楼主': '中东信使1',\n",
       "  '标题': '一个好玩的老报道，1994年flight global的文章',\n",
       "  '发表时间': '2020-05-26 10:36',\n",
       "  '访客': '2778',\n",
       "  '回复': '9'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '大光',\n",
       "  '标题': '杨伟到航空工业飞机、试飞中心调研',\n",
       "  '发表时间': '2020-05-18 15:20',\n",
       "  '访客': '11244',\n",
       "  '回复': '54'},\n",
       " {'楼主': 'wangbin瑟尔',\n",
       "  '标题': '派我们的轰六K和运8侦察机去关岛附近转两圈如何？',\n",
       "  '发表时间': '2020-05-18 01:31',\n",
       "  '访客': '1860',\n",
       "  '回复': '15'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '帮忙鉴定一下老照片还是新照片，疑似伊朗试飞院',\n",
       "  '发表时间': '2020-05-18 19:59',\n",
       "  '访客': '6552',\n",
       "  '回复': '28'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '图解中美俄伞兵如何开伞',\n",
       "  '发表时间': '2020-05-17 14:52',\n",
       "  '访客': '7776',\n",
       "  '回复': '49'},\n",
       " {'楼主': '超大需要好听话',\n",
       "  '标题': '韩国的飞机转包生产已经仰头赶上中国',\n",
       "  '发表时间': '2020-05-09 21:32',\n",
       "  '访客': '23076',\n",
       "  '回复': '124'},\n",
       " {'楼主': 'darkcombustion',\n",
       "  '标题': '学材料的朋友能不能对比下碳纤维复合材料与金属铍的性能优缺点。',\n",
       "  '发表时间': '2020-05-18 12:09',\n",
       "  '访客': '1350',\n",
       "  '回复': '6'},\n",
       " {'楼主': '北京富爷7343',\n",
       "  '标题': '汽车有车衣，直十也有衣服了？',\n",
       "  '发表时间': '2020-05-17 18:51',\n",
       "  '访客': '9102',\n",
       "  '回复': '38'},\n",
       " {'楼主': 'hearfly',\n",
       "  '标题': '加拿大 空军表演机致敬医护人员表演时~~坠毁~~',\n",
       "  '发表时间': '2020-05-18 10:24',\n",
       "  '访客': '7878',\n",
       "  '回复': '55'},\n",
       " {'楼主': '北林团子',\n",
       "  '标题': '【来自强大的微博】威慑中俄，美军战略轰炸机进行远程奔袭演练',\n",
       "  '发表时间': '2020-05-17 08:29',\n",
       "  '访客': '4512',\n",
       "  '回复': '23'},\n",
       " {'楼主': '黄金ak32',\n",
       "  '标题': '中国自主研制多用途飞机，签订出口首单，预计2年内交付完毕',\n",
       "  '发表时间': '2020-04-18 20:15',\n",
       "  '访客': '49338',\n",
       "  '回复': '262'},\n",
       " {'楼主': '亨廷顿.英格尔斯',\n",
       "  '标题': '谁才是三代半战斗机的王者？',\n",
       "  '发表时间': '2020-05-16 12:11',\n",
       "  '访客': '10428',\n",
       "  '回复': '192'},\n",
       " {'楼主': 'cqx7711cqx7711',\n",
       "  '标题': '教练机中的战斗机',\n",
       "  '发表时间': '2020-05-18 19:09',\n",
       "  '访客': '2064',\n",
       "  '回复': '2'},\n",
       " {'楼主': 'axg',\n",
       "  '标题': '周末空军航空大学初教6双机编队训练。',\n",
       "  '发表时间': '2020-05-16 08:50',\n",
       "  '访客': '1962',\n",
       "  '回复': '6'},\n",
       " {'楼主': '隐形大侦探',\n",
       "  '标题': '据悉  成发420厂的ws18已经批量生产了 应该是供应运20',\n",
       "  '发表时间': '2020-02-28 17:58',\n",
       "  '访客': '46026',\n",
       "  '回复': '151'},\n",
       " {'楼主': '隐形大侦探',\n",
       "  '标题': '由fc1枭龙双座简化版的高教机 比海山鹰更适合舰载机陆基训练',\n",
       "  '发表时间': '2020-05-14 13:09',\n",
       "  '访客': '9000',\n",
       "  '回复': '200'},\n",
       " {'楼主': 'xcl9905',\n",
       "  '标题': '老米试图用隐身机F117携带红外格斗导弹去刺杀老俄A50预警机',\n",
       "  '发表时间': '2020-05-08 16:42',\n",
       "  '访客': '5736',\n",
       "  '回复': '40'},\n",
       " {'楼主': 'xcl9905',\n",
       "  '标题': '老俄的AESA越来越薄，这几年军事合作，应得到我们不少电子技术和配件。',\n",
       "  '发表时间': '2020-02-26 23:01',\n",
       "  '访客': '23178',\n",
       "  '回复': '113'},\n",
       " {'楼主': '快乐松2',\n",
       "  '标题': '高原试飞人——直8某型机高原试飞侧记',\n",
       "  '发表时间': '2020-04-11 22:14',\n",
       "  '访客': '16752',\n",
       "  '回复': '102'},\n",
       " {'楼主': '隐形大侦探',\n",
       "  '标题': 'F-35A/c内置两枚907公斤炸弹而鹘鹰是两枚500公斤炸弹  够吗',\n",
       "  '发表时间': '2020-04-20 15:20',\n",
       "  '访客': '19506',\n",
       "  '回复': '262'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '光影下的苏57。',\n",
       "  '发表时间': '2020-05-18 12:37',\n",
       "  '访客': '2778',\n",
       "  '回复': '18'},\n",
       " {'楼主': 'ustc_lwx',\n",
       "  '标题': '航空工业举行 “航空报国先锋奖”颁奖仪式',\n",
       "  '发表时间': '2020-05-18 16:06',\n",
       "  '访客': '888',\n",
       "  '回复': '2'},\n",
       " {'楼主': 'lgn12',\n",
       "  '标题': '2014年的735和737合练',\n",
       "  '发表时间': '2020-05-18 12:50',\n",
       "  '访客': '1860',\n",
       "  '回复': '8'},\n",
       " {'楼主': 'ss2302',\n",
       "  '标题': '台湾F-5战斗机的发展改进史',\n",
       "  '发表时间': '2020-05-12 16:31',\n",
       "  '访客': '5634',\n",
       "  '回复': '40'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': 'F-22脱离编队返场，原来是去亲吻大地了（现场视频截图）',\n",
       "  '发表时间': '2020-05-16 15:40',\n",
       "  '访客': '11856',\n",
       "  '回复': '25'},\n",
       " {'楼主': '大事不愚',\n",
       "  '标题': '为什么不用AG600或改装波音747灭四川凉山火灾？',\n",
       "  '发表时间': '2020-05-13 10:22',\n",
       "  '访客': '5838',\n",
       "  '回复': '71'},\n",
       " {'楼主': 'rendong',\n",
       "  '标题': 'P8出现在三亚近海',\n",
       "  '发表时间': '2020-05-16 12:16',\n",
       "  '访客': '12060',\n",
       "  '回复': '39'},\n",
       " {'楼主': 'lixinghi',\n",
       "  '标题': '沈阳地区“两厂两所”协同发展会议启动会在沈阳所召开',\n",
       "  '发表时间': '2020-05-16 15:20',\n",
       "  '访客': '6246',\n",
       "  '回复': '45'},\n",
       " {'楼主': 'ss2302',\n",
       "  '标题': '环球飞行订正了泰国F-5TH安装AESA的消息',\n",
       "  '发表时间': '2020-05-11 00:50',\n",
       "  '访客': '15426',\n",
       "  '回复': '96'},\n",
       " {'楼主': 'sharpgun',\n",
       "  '标题': '贵飞的JL9G 改进型 首飞了',\n",
       "  '发表时间': '2020-05-13 23:33',\n",
       "  '访客': '6144',\n",
       "  '回复': '28'},\n",
       " {'楼主': 'hswz',\n",
       "  '标题': '国内第二大模锻压机被沈阳某企业收购了',\n",
       "  '发表时间': '2020-05-12 20:54',\n",
       "  '访客': '19098',\n",
       "  '回复': '197'},\n",
       " {'楼主': '高级土八路',\n",
       "  '标题': 'ARJ21的未来在哪里？',\n",
       "  '发表时间': '2020-03-30 14:31',\n",
       "  '访客': '26850',\n",
       "  '回复': '194'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '像只苍蝇，每天都来，赶也赶不走，今日美帝P-8A的航迹...',\n",
       "  '发表时间': '2020-05-15 21:02',\n",
       "  '访客': '11550',\n",
       "  '回复': '59'},\n",
       " {'楼主': 'cshjh302703',\n",
       "  '标题': '微博发现一张图不知是啥飞机',\n",
       "  '发表时间': '2020-05-15 06:30',\n",
       "  '访客': '17058',\n",
       "  '回复': '57'},\n",
       " {'楼主': 'q4188264',\n",
       "  '标题': '这是3.0吗还是海版',\n",
       "  '发表时间': '2020-05-18 00:02',\n",
       "  '访客': '10632',\n",
       "  '回复': '7'},\n",
       " {'楼主': '中国速度',\n",
       "  '标题': '舒克舒克舒克，开飞机的舒克',\n",
       "  '发表时间': '2020-05-17 21:42',\n",
       "  '访客': '5124',\n",
       "  '回复': '20'},\n",
       " {'楼主': 'huor',\n",
       "  '标题': '对付美国战略轰炸机等空中干涉亟需发展弹道导弹投射的空空弹集束',\n",
       "  '发表时间': '2019-01-08 18:25',\n",
       "  '访客': '10428',\n",
       "  '回复': '151'},\n",
       " {'楼主': '韩珊珊的水',\n",
       "  '标题': '这种是什么型号的导弹？',\n",
       "  '发表时间': '2020-05-16 21:47',\n",
       "  '访客': '3594',\n",
       "  '回复': '10'},\n",
       " {'楼主': 'cszl1998',\n",
       "  '标题': '关于快递17在PLA中导部队装备体系中生态位以及PLA中导部队的未来发展问题',\n",
       "  '发表时间': '2020-03-19 13:15',\n",
       "  '访客': '1962',\n",
       "  '回复': '9'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '12日枪骑兵飞行轨迹',\n",
       "  '发表时间': '2020-05-13 15:47',\n",
       "  '访客': '8796',\n",
       "  '回复': '37'},\n",
       " {'楼主': '十万甲士',\n",
       "  '标题': '《Fighter Jets World》：委内瑞拉空军声称发现了正在接近的F-22隐形战斗机',\n",
       "  '发表时间': '2020-05-17 12:15',\n",
       "  '访客': '2166',\n",
       "  '回复': '6'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '杜子真腾',\n",
       "  '标题': '臭鼬不明型号无人机',\n",
       "  '发表时间': '2020-05-06 19:06',\n",
       "  '访客': '7368',\n",
       "  '回复': '17'},\n",
       " {'楼主': '二炮部队',\n",
       "  '标题': '什么情况，国产中推批量了？',\n",
       "  '发表时间': '2020-05-13 07:42',\n",
       "  '访客': '36948',\n",
       "  '回复': '132'},\n",
       " {'楼主': '加油君',\n",
       "  '标题': '把投入房地产的钱拿来投入战机发动机和手机芯片、光刻机不行吗',\n",
       "  '发表时间': '2020-05-17 15:23',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'hill124',\n",
       "  '标题': '【原创】从简单的光学知识谈EOTS及EODAS，不应神话也不应贬低',\n",
       "  '发表时间': '2020-04-13 18:09',\n",
       "  '访客': '10530',\n",
       "  '回复': '69'},\n",
       " {'楼主': 'megalodon2',\n",
       "  '标题': '国产航空发动机亟需高温合金，图南股份在国内这一领域算什么水平',\n",
       "  '发表时间': '2020-05-16 23:32',\n",
       "  '访客': '2166',\n",
       "  '回复': '6'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '娘娘坠毁现场视频',\n",
       "  '发表时间': '2020-05-16 20:14',\n",
       "  '访客': '8184',\n",
       "  '回复': '12'},\n",
       " {'楼主': '坚守阵地',\n",
       "  '标题': '说核武政策',\n",
       "  '发表时间': '2020-05-17 10:07',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'LY范特西1991',\n",
       "  '标题': '混凝土加厚机堡',\n",
       "  '发表时间': '2020-05-14 17:49',\n",
       "  '访客': '9408',\n",
       "  '回复': '37'},\n",
       " {'楼主': 'AISAKACAT',\n",
       "  '标题': '视频截图，这是什么飞机',\n",
       "  '发表时间': '2020-05-13 12:59',\n",
       "  '访客': '52054',\n",
       "  '回复': '171'},\n",
       " {'楼主': '刀豆角子',\n",
       "  '标题': '我对中国核武库的一点看法',\n",
       "  '发表时间': '2020-05-17 08:20',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': '谋事在人',\n",
       "  '标题': '史上最漂亮的运八？',\n",
       "  '发表时间': '2020-05-13 21:05',\n",
       "  '访客': '14406',\n",
       "  '回复': '35'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '运20飞抵斯里兰卡 运送中方捐赠的抗疫物资',\n",
       "  '发表时间': '2020-05-14 13:01',\n",
       "  '访客': '11856',\n",
       "  '回复': '40'},\n",
       " {'楼主': '谋事在人',\n",
       "  '标题': '轰20，“研制国际顶尖航电武器系统”，这条横幅的2018～2020',\n",
       "  '发表时间': '2020-05-16 13:03',\n",
       "  '访客': '14814',\n",
       "  '回复': '27'},\n",
       " {'楼主': '巨浪345',\n",
       "  '标题': '毛子自家报道苏57也有问题啊',\n",
       "  '发表时间': '2020-05-12 10:47',\n",
       "  '访客': '9000',\n",
       "  '回复': '103'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '胖妞去援助乌兹别克 姜岩大使出席防疫物资交接仪式',\n",
       "  '发表时间': '2020-05-14 11:37',\n",
       "  '访客': '15246',\n",
       "  '回复': '45'},\n",
       " {'楼主': 'dzytc',\n",
       "  '标题': '赌约结束。TSQ朋友可以回归了。',\n",
       "  '发表时间': '2020-04-14 13:38',\n",
       "  '访客': '115590',\n",
       "  '回复': '649'},\n",
       " {'楼主': 'mayu137',\n",
       "  '标题': '隐身年代，高速截击/超巡能力在舰队防空的重要意义',\n",
       "  '发表时间': '2020-05-11 13:43',\n",
       "  '访客': '4308',\n",
       "  '回复': '143'},\n",
       " {'楼主': 'Warspite-e',\n",
       "  '标题': '说个飞机重量方面的事',\n",
       "  '发表时间': '2020-05-12 13:36',\n",
       "  '访客': '6450',\n",
       "  '回复': '62'},\n",
       " {'楼主': '524533879',\n",
       "  '标题': '搬运工 20加油',\n",
       "  '发表时间': '2020-05-13 15:44',\n",
       "  '访客': '13896',\n",
       "  '回复': '24'},\n",
       " {'楼主': '白衣过长沙',\n",
       "  '标题': '米国摔了架娘娘',\n",
       "  '发表时间': '2020-05-16 00:19',\n",
       "  '访客': '13692',\n",
       "  '回复': '72'},\n",
       " {'楼主': 'PLA',\n",
       "  '标题': '凋零的辉煌，逝去的梦－－－英国ＴＳＲ．２攻击机',\n",
       "  '发表时间': '2006-12-29 13:03',\n",
       "  '访客': '37846',\n",
       "  '回复': '79'},\n",
       " {'楼主': '隐形大侦探',\n",
       "  '标题': '我国四代舰载机需要内置800公斤级别空舰/空地隐身巡航导弹',\n",
       "  '发表时间': '2020-04-09 19:49',\n",
       "  '访客': '10224',\n",
       "  '回复': '72'},\n",
       " {'楼主': '宇通人',\n",
       "  '标题': '请不要再拿那条预估航线说事了！',\n",
       "  '发表时间': '2020-05-16 13:02',\n",
       "  '访客': '3492',\n",
       "  '回复': '11'},\n",
       " {'楼主': '开心答案',\n",
       "  '标题': 'a版的空间',\n",
       "  '发表时间': '2020-05-15 16:23',\n",
       "  '访客': '5532',\n",
       "  '回复': '11'},\n",
       " {'楼主': '拖你走',\n",
       "  '标题': '委内瑞拉军队用中国反隐雷达发现美军F22',\n",
       "  '发表时间': '2020-05-14 20:09',\n",
       "  '访客': '13206',\n",
       "  '回复': '45'},\n",
       " {'楼主': 'tianya2088',\n",
       "  '标题': '解放军武装直升机出现在拉达克中印实控线附近',\n",
       "  '发表时间': '2020-05-15 15:41',\n",
       "  '访客': '12876',\n",
       "  '回复': '34'},\n",
       " {'楼主': '北林团子',\n",
       "  '标题': '【来自强大的微博】P-8 机载地面监视系统',\n",
       "  '发表时间': '2020-05-16 11:36',\n",
       "  '访客': '1248',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'dmfs',\n",
       "  '标题': '10C金头盔石锤',\n",
       "  '发表时间': '2020-05-06 20:04',\n",
       "  '访客': '26646',\n",
       "  '回复': '111'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '老照片：手工打造B-17轰炸机 【2】',\n",
       "  '发表时间': '2020-05-08 17:03',\n",
       "  '访客': '6552',\n",
       "  '回复': '31'},\n",
       " {'楼主': 'ILM',\n",
       "  '标题': '老外找图比国内论坛强，这图出处是哪？',\n",
       "  '发表时间': '2020-05-15 22:48',\n",
       "  '访客': '7776',\n",
       "  '回复': '8'},\n",
       " {'楼主': '汉上飞龙2016',\n",
       "  '标题': '黑的和大雁似的',\n",
       "  '发表时间': '2020-05-15 23:47',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': '当代屁神',\n",
       "  '标题': '招聘:兵器航弹研究院2020年春季招聘简章',\n",
       "  '发表时间': '2020-05-14 19:59',\n",
       "  '访客': '1452',\n",
       "  '回复': '3'},\n",
       " {'楼主': 'gansiriben2019',\n",
       "  '标题': '未来空战还会出现像二战那种几百架飞机空中缠斗的场面吗',\n",
       "  '发表时间': '2020-05-15 09:18',\n",
       "  '访客': '3390',\n",
       "  '回复': '42'},\n",
       " {'楼主': '同梓湖语',\n",
       "  '标题': '南华早报：中国新式战略轰炸机轰-20或将在今年珠海航展上亮相',\n",
       "  '发表时间': '2020-05-08 23:53',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': '1916213501',\n",
       "  '标题': '我国的所有战斗机为什么不开发一种类似A10、苏25的对地攻击机呢？',\n",
       "  '发表时间': '2020-05-13 11:18',\n",
       "  '访客': '7572',\n",
       "  '回复': '108'},\n",
       " {'楼主': '新手9段',\n",
       "  '标题': '其实苏35是所有三代半战机当中颜值最棒的',\n",
       "  '发表时间': '2020-05-09 12:49',\n",
       "  '访客': '8286',\n",
       "  '回复': '95'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '美媒列出歼10C一长串优点：对台军F16V有压倒优势',\n",
       "  '发表时间': '2020-05-12 16:36',\n",
       "  '访客': '21342',\n",
       "  '回复': '81'},\n",
       " {'楼主': '愤怒的大jj',\n",
       "  '标题': '31不是有侧弹仓吗？我都看到了，难道火星了',\n",
       "  '发表时间': '2020-05-08 17:31',\n",
       "  '访客': '23892',\n",
       "  '回复': '82'},\n",
       " {'楼主': 'bigtian',\n",
       "  '标题': '俄罗斯没有新型号预警机吗？',\n",
       "  '发表时间': '2020-05-09 23:51',\n",
       "  '访客': '10122',\n",
       "  '回复': '177'},\n",
       " {'楼主': 'jiangjianmin',\n",
       "  '标题': '下一代歼击机？',\n",
       "  '发表时间': '2020-05-12 15:22',\n",
       "  '访客': '9306',\n",
       "  '回复': '34'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '风吹麦浪，神鹰天降！',\n",
       "  '发表时间': '2020-05-19 21:37',\n",
       "  '访客': '18486',\n",
       "  '回复': '73'},\n",
       " {'楼主': '鹰隼123',\n",
       "  '标题': '北京南郊机场',\n",
       "  '发表时间': '2020-04-07 15:22',\n",
       "  '访客': '18588',\n",
       "  '回复': '50'},\n",
       " {'楼主': '10年军迷',\n",
       "  '标题': '番外篇07补充部分—飞行性能一些简单补充',\n",
       "  '发表时间': '2019-10-28 21:45',\n",
       "  '访客': '17466',\n",
       "  '回复': '85'},\n",
       " {'楼主': 'Mike183618',\n",
       "  '标题': '新型冠状病毒冲击航空业，罗罗公司可能面临裁员8000人',\n",
       "  '发表时间': '2020-05-20 16:11',\n",
       "  '访客': '1656',\n",
       "  '回复': '12'},\n",
       " {'楼主': 'fallenangel2',\n",
       "  '标题': '长江2000项目研制取得重大突破 核心机3月5日一次点火成功',\n",
       "  '发表时间': '2020-04-11 10:23',\n",
       "  '访客': '56226',\n",
       "  '回复': '224'},\n",
       " {'楼主': 'tsuihao',\n",
       "  '标题': '美军X-37B再次升空执行秘密任务，太空军成立后首次',\n",
       "  '发表时间': '2020-05-21 15:52',\n",
       "  '访客': '940',\n",
       "  '回复': '1'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '苏-7/17/20/22装配匠系列识别指南',\n",
       "  '发表时间': '2020-05-13 13:01',\n",
       "  '访客': '3492',\n",
       "  '回复': '25'},\n",
       " {'楼主': '鹰王1号',\n",
       "  '标题': '“聪明子弹”技术用在战机航炮上是不是也不错？',\n",
       "  '发表时间': '2020-05-21 08:59',\n",
       "  '访客': '1146',\n",
       "  '回复': '10'},\n",
       " {'楼主': '夜雨连天',\n",
       "  '标题': '这架运20肿么回事？？？',\n",
       "  '发表时间': '2020-05-16 12:30',\n",
       "  '访客': '27564',\n",
       "  '回复': '66'},\n",
       " {'楼主': 'tsuihao',\n",
       "  '标题': '日本空自宇宙作战队正式成立，将与美军构建情报共享系统',\n",
       "  '发表时间': '2020-05-21 15:53',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'xxxx502',\n",
       "  '标题': '对美常态化战略逼近巡逻',\n",
       "  '发表时间': '2020-05-18 22:04',\n",
       "  '访客': '3696',\n",
       "  '回复': '15'},\n",
       " {'楼主': 'lxjt23920398',\n",
       "  '标题': '枪骑兵出动，我方远程雷达是否知晓？',\n",
       "  '发表时间': '2020-05-09 20:14',\n",
       "  '访客': '13692',\n",
       "  '回复': '83'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '猜猜这是什么灰机~ &#8203;&#8203;&#8203;&#8203;',\n",
       "  '发表时间': '2020-05-20 06:07',\n",
       "  '访客': '4920',\n",
       "  '回复': '14'},\n",
       " {'楼主': '鲍迪奇立功了！',\n",
       "  '标题': 'P8A，这样，也不行！！',\n",
       "  '发表时间': '2020-05-16 14:20',\n",
       "  '访客': '13182',\n",
       "  '回复': '49'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '英文版的咋就拍的那么牛逼！',\n",
       "  '发表时间': '2020-05-19 21:24',\n",
       "  '访客': '11448',\n",
       "  '回复': '19'},\n",
       " {'楼主': 'l0op8ack',\n",
       "  '标题': 'DCS超级航母（尼米兹级）发布',\n",
       "  '发表时间': '2020-05-21 01:47',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '空降兵的双管火箭筒',\n",
       "  '发表时间': '2020-05-15 10:24',\n",
       "  '访客': '10836',\n",
       "  '回复': '40'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '歼16后舱视角真酷炫',\n",
       "  '发表时间': '2020-05-18 11:14',\n",
       "  '访客': '21750',\n",
       "  '回复': '75'},\n",
       " {'楼主': '开高达的猫',\n",
       "  '标题': '坐标南京，大批H6飞过，东部战区最近是有什么动作吗',\n",
       "  '发表时间': '2020-05-19 12:31',\n",
       "  '访客': '16956',\n",
       "  '回复': '63'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '虎背熊腰米-28',\n",
       "  '发表时间': '2020-05-20 13:00',\n",
       "  '访客': '5940',\n",
       "  '回复': '41'},\n",
       " {'楼主': '快乐松2',\n",
       "  '标题': '中国航空报讯：航空工业陕飞某型机',\n",
       "  '发表时间': '2020-05-19 18:27',\n",
       "  '访客': '13692',\n",
       "  '回复': '39'},\n",
       " {'楼主': 'Longly1314',\n",
       "  '标题': 'JF20项目成功的几率有多大？会不会成为继枭龙之后的又一款外贸畅销鸡？',\n",
       "  '发表时间': '2020-04-04 06:55',\n",
       "  '访客': '21954',\n",
       "  '回复': '138'},\n",
       " {'楼主': '一粟~',\n",
       "  '标题': '米军E-3的销魂小吊床，和我们的KJ500比比。',\n",
       "  '发表时间': '2020-05-13 10:47',\n",
       "  '访客': '21750',\n",
       "  '回复': '57'},\n",
       " {'楼主': '6515065',\n",
       "  '标题': '2030年中国军费2万多亿人民币，能维持多大规模的空军？',\n",
       "  '发表时间': '2020-02-25 13:46',\n",
       "  '访客': '11448',\n",
       "  '回复': '98'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '波斯湾上空的龙？',\n",
       "  '发表时间': '2020-05-17 14:57',\n",
       "  '访客': '15324',\n",
       "  '回复': '69'},\n",
       " {'楼主': 'yg199350',\n",
       "  '标题': '波音会不会因为737max的事情，最后连累到破产关门',\n",
       "  '发表时间': '2020-05-19 01:46',\n",
       "  '访客': '7572',\n",
       "  '回复': '59'},\n",
       " {'楼主': 'nazarafel',\n",
       "  '标题': '一款长航时远距离预警攻击无人隐形平台',\n",
       "  '发表时间': '2020-05-19 09:13',\n",
       "  '访客': '2778',\n",
       "  '回复': '13'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '军网大图：战机在准备夜战起飞',\n",
       "  '发表时间': '2020-05-19 23:24',\n",
       "  '访客': '2778',\n",
       "  '回复': '8'},\n",
       " {'楼主': '抗中主力认怂党',\n",
       "  '标题': 'F22战机训练中坠毁 美媒:库存仅183架 影响重大',\n",
       "  '发表时间': '2020-05-16 10:33',\n",
       "  '访客': '17058',\n",
       "  '回复': '117'},\n",
       " {'楼主': '新兵蛋子051C',\n",
       "  '标题': 'CCTV7曝光，我们还有更新型的歼10！估计是歼10D了吧！期待成飞歼10D！',\n",
       "  '发表时间': '2020-05-18 12:29',\n",
       "  '访客': '26952',\n",
       "  '回复': '120'},\n",
       " {'楼主': 'kgbyq17',\n",
       "  '标题': '就F22被加勒比国家雷达发现想到的',\n",
       "  '发表时间': '2020-05-19 15:19',\n",
       "  '访客': '4002',\n",
       "  '回复': '12'},\n",
       " {'楼主': 'LMZS',\n",
       "  '标题': '重型战机能放航母前甲板而不影响一个起飞跑道吗？',\n",
       "  '发表时间': '2020-04-19 21:57',\n",
       "  '访客': '7878',\n",
       "  '回复': '162'},\n",
       " {'楼主': 'Mike183618',\n",
       "  '标题': '歼十家族的更加威猛的兄弟是啥样？',\n",
       "  '发表时间': '2020-05-17 06:34',\n",
       "  '访客': '14100',\n",
       "  '回复': '73'},\n",
       " {'楼主': '乌里扬诺夫斯克',\n",
       "  '标题': 'L-15高级教练机获得国家科技进步一等奖',\n",
       "  '发表时间': '2020-05-14 00:35',\n",
       "  '访客': '20526',\n",
       "  '回复': '222'},\n",
       " {'楼主': '54huohai',\n",
       "  '标题': '国产舰载机PK历程',\n",
       "  '发表时间': '2020-05-19 11:44',\n",
       "  '访客': '5634',\n",
       "  '回复': '46'},\n",
       " {'楼主': '花千骨',\n",
       "  '标题': '有什么机制可以防止美帝飞机抵近侦查',\n",
       "  '发表时间': '2020-05-17 08:25',\n",
       "  '访客': '5634',\n",
       "  '回复': '76'},\n",
       " {'楼主': '鹰隼123',\n",
       "  '标题': '全球目前C-17装备数量统计',\n",
       "  '发表时间': '2020-05-14 18:36',\n",
       "  '访客': '5736',\n",
       "  '回复': '25'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '日本“宇宙作战队”正式成立',\n",
       "  '发表时间': '2020-05-19 16:42',\n",
       "  '访客': '-',\n",
       "  '回复': '-'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '俄红星台主持人—普京大侄子—阿列克谢，叶戈罗夫带你从头到尾看米格31！',\n",
       "  '发表时间': '2020-05-18 22:19',\n",
       "  '访客': '3186',\n",
       "  '回复': '3'},\n",
       " {'楼主': 'tianya2088',\n",
       "  '标题': '首批4架阵风战机将于7月底抵达印度，印度将获得对中巴的空中优势',\n",
       "  '发表时间': '2020-05-16 10:43',\n",
       "  '访客': '21138',\n",
       "  '回复': '140'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '赤色要塞911',\n",
       "  '标题': '有福州的吗？刚才上空飞过去三架是1276还是胖妞？',\n",
       "  '发表时间': '2020-05-13 15:16',\n",
       "  '访客': '5124',\n",
       "  '回复': '15'},\n",
       " {'楼主': 'wangbin瑟尔',\n",
       "  '标题': '【原创】说说被神话的EOTS和EODAS',\n",
       "  '发表时间': '2020-04-11 21:37',\n",
       "  '访客': '12468',\n",
       "  '回复': '125'},\n",
       " {'楼主': '无色不是透明',\n",
       "  '标题': '关于轰20的一些传闻的解释',\n",
       "  '发表时间': '2020-05-11 14:34',\n",
       "  '访客': '23892',\n",
       "  '回复': '43'},\n",
       " {'楼主': 'pkupzj',\n",
       "  '标题': '中国人民解放军向12国军队提供防疫物资援助',\n",
       "  '发表时间': '2020-05-13 14:37',\n",
       "  '访客': '6366',\n",
       "  '回复': '34'},\n",
       " {'楼主': '怒海听涛',\n",
       "  '标题': '从任务看，中国必定会发展第二款四代战斗机',\n",
       "  '发表时间': '2020-05-10 22:27',\n",
       "  '访客': '7164',\n",
       "  '回复': '52'},\n",
       " {'楼主': 'lixinghi',\n",
       "  '标题': '海山鹰飞机改进试飞成功',\n",
       "  '发表时间': '2020-05-13 00:30',\n",
       "  '访客': '6348',\n",
       "  '回复': '48'},\n",
       " {'楼主': '超级空中堡垒72',\n",
       "  '标题': '二战太平洋战场美军B—29轰炸机战斗中被击落414架',\n",
       "  '发表时间': '2020-05-10 14:53',\n",
       "  '访客': '7470',\n",
       "  '回复': '62'},\n",
       " {'楼主': '强大的中国海军',\n",
       "  '标题': '运20  乌兹别克斯坦',\n",
       "  '发表时间': '2020-05-14 00:32',\n",
       "  '访客': '10224',\n",
       "  '回复': '30'},\n",
       " {'楼主': 'mayu137',\n",
       "  '标题': '高空和低空飞行对导弹和飞机射程/航程的影响',\n",
       "  '发表时间': '2020-05-14 11:29',\n",
       "  '访客': '524',\n",
       "  '回复': '1'},\n",
       " {'楼主': 'Papyrus',\n",
       "  '标题': '小白请教一下相较于运输机, 轰炸机的研发难在什么地方',\n",
       "  '发表时间': '2020-05-13 12:00',\n",
       "  '访客': '2064',\n",
       "  '回复': '19'},\n",
       " {'楼主': 'kukiyi',\n",
       "  '标题': '中科院沈自所中标C919激光冲击强化系统项目',\n",
       "  '发表时间': '2020-05-13 19:49',\n",
       "  '访客': '2676',\n",
       "  '回复': '2'},\n",
       " {'楼主': 'finalrabbit',\n",
       "  '标题': '岛子东边的飞行员跳伞怎么保证？',\n",
       "  '发表时间': '2020-04-10 21:52',\n",
       "  '访客': '5838',\n",
       "  '回复': '47'},\n",
       " {'楼主': '鹰击-长空',\n",
       "  '标题': '鹘鹰2.0灰色涂装',\n",
       "  '发表时间': '2020-05-07 19:09',\n",
       "  '访客': '54900',\n",
       "  '回复': '271'},\n",
       " {'楼主': '颜射',\n",
       "  '标题': '发奖了',\n",
       "  '发表时间': '2020-05-11 15:53',\n",
       "  '访客': '19302',\n",
       "  '回复': '63'},\n",
       " {'楼主': 'yangwansan1',\n",
       "  '标题': '胖妞运20 再次飞越国门',\n",
       "  '发表时间': '2020-05-12 11:25',\n",
       "  '访客': '28506',\n",
       "  '回复': '135'},\n",
       " {'楼主': '隐形大侦探',\n",
       "  '标题': '关于中型机优势  不要把单发大推中型机和双发中型机混为一谈    单发效费比高”',\n",
       "  '发表时间': '2020-03-13 20:54',\n",
       "  '访客': '14202',\n",
       "  '回复': '289'},\n",
       " {'楼主': '兼职特工',\n",
       "  '标题': '雅克141能不能在中国复活',\n",
       "  '发表时间': '2020-04-14 00:10',\n",
       "  '访客': '23178',\n",
       "  '回复': '185'},\n",
       " {'楼主': 'zzz989',\n",
       "  '标题': '俄罗斯国防部将在2020年接收6架伊尔-76MD-90A重型军用运输机，最终将达到年产18架。',\n",
       "  '发表时间': '2020-04-11 12:33',\n",
       "  '访客': '17160',\n",
       "  '回复': '207'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '空基核反击力量有什么优势？',\n",
       "  '发表时间': '2020-05-10 11:36',\n",
       "  '访客': '7470',\n",
       "  '回复': '128'},\n",
       " {'楼主': '甲基丙烯酸甲酯',\n",
       "  '标题': '有关苏57的近期信息拾遗：',\n",
       "  '发表时间': '2020-05-11 15:38',\n",
       "  '访客': '5532',\n",
       "  '回复': '59'},\n",
       " {'楼主': '你饿了吧',\n",
       "  '标题': '超级大国的标配',\n",
       "  '发表时间': '2020-04-05 22:23',\n",
       "  '访客': '21546',\n",
       "  '回复': '83'},\n",
       " {'楼主': '青海道行军总管',\n",
       "  '标题': '有老哥看看这几架歼11在珠峰哪一侧啊？？',\n",
       "  '发表时间': '2020-04-21 02:43',\n",
       "  '访客': '7164',\n",
       "  '回复': '21'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '除了大毛，就哈哈一家有米格31了！',\n",
       "  '发表时间': '2020-04-21 00:20',\n",
       "  '访客': '7062',\n",
       "  '回复': '26'},\n",
       " {'楼主': '泰国刀削面',\n",
       "  '标题': '四十年前，印度空军的两张照片',\n",
       "  '发表时间': '2020-05-13 11:21',\n",
       "  '访客': '4206',\n",
       "  '回复': '10'},\n",
       " {'楼主': 'sunmingchi',\n",
       "  '标题': '哈萨克斯坦一架米格31战机坠毁 两名飞行员弹射逃生',\n",
       "  '发表时间': '2020-04-17 10:59',\n",
       "  '访客': '5124',\n",
       "  '回复': '33'},\n",
       " {'楼主': '隐形大侦探',\n",
       "  '标题': '山鹰，FTC-2000G的首个出口用户为柬埔寨皇家空军',\n",
       "  '发表时间': '2020-05-06 17:21',\n",
       "  '访客': '11652',\n",
       "  '回复': '122'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '空警-500预警机的休息舱：美味的飞行大餐，还有上下铺可以睡觉',\n",
       "  '发表时间': '2020-05-11 16:29',\n",
       "  '访客': '31644',\n",
       "  '回复': '148'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '日本首批“鱼鹰”到货 强化“夺岛部队”空中突袭能力',\n",
       "  '发表时间': '2020-05-13 10:42',\n",
       "  '访客': '576',\n",
       "  '回复': '0'},\n",
       " {'楼主': 'cder_e1bf2zv4',\n",
       "  '标题': '战机自带登机梯的优缺点。',\n",
       "  '发表时间': '2020-04-16 02:45',\n",
       "  '访客': '14100',\n",
       "  '回复': '218'},\n",
       " {'楼主': '鹰王1号',\n",
       "  '标题': '无叶发动机是否也能实现？',\n",
       "  '发表时间': '2020-05-11 09:29',\n",
       "  '访客': '5736',\n",
       "  '回复': '36'},\n",
       " {'楼主': 'gansiriben2019',\n",
       "  '标题': '这新闻里有意思，作者真够哗众取宠',\n",
       "  '发表时间': '2020-05-12 16:14',\n",
       "  '访客': '7674',\n",
       "  '回复': '14'},\n",
       " {'楼主': '海军总部',\n",
       "  '标题': '教10与飞豹！海军航空大学地靶实弹攻击训练',\n",
       "  '发表时间': '2020-05-11 16:40',\n",
       "  '访客': '3900',\n",
       "  '回复': '22'},\n",
       " {'楼主': 'lixinghi',\n",
       "  '标题': '疑似海山鹰改某项目的翼尖开裂式减速板新图和临近空间侦查无人机的垂尾',\n",
       "  '发表时间': '2020-05-10 12:37',\n",
       "  '访客': '10530',\n",
       "  '回复': '36'},\n",
       " {'楼主': '荡寇志',\n",
       "  '标题': '关于美帝关岛鸡地的鸡鸡',\n",
       "  '发表时间': '2020-05-12 21:21',\n",
       "  '访客': '1248',\n",
       "  '回复': '1'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '屏住呼吸！第一视角看飞行员翱翔海天！',\n",
       "  '发表时间': '2020-05-12 12:45',\n",
       "  '访客': '4002',\n",
       "  '回复': '11'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '别人的核弹是扔出来的，她是“拉”出来的。',\n",
       "  '发表时间': '2020-05-12 14:25',\n",
       "  '访客': '4002',\n",
       "  '回复': '5'},\n",
       " {'楼主': 'deffand',\n",
       "  '标题': '制约我们战机发展的因素是什么？',\n",
       "  '发表时间': '2020-05-08 12:40',\n",
       "  '访客': '2676',\n",
       "  '回复': '29'},\n",
       " {'楼主': 'wjh8848',\n",
       "  '标题': '为什么鹞式后续的肥电放弃了飞马发动机结构模式?',\n",
       "  '发表时间': '2020-05-12 12:04',\n",
       "  '访客': '2166',\n",
       "  '回复': '11'},\n",
       " {'楼主': '罗斯福公主号航母',\n",
       "  '标题': '小白提一个关于h20的问题',\n",
       "  '发表时间': '2020-05-06 19:04',\n",
       "  '访客': '7368',\n",
       "  '回复': '36'},\n",
       " {'楼主': 'caster5',\n",
       "  '标题': '洛克希德马丁公司F35战机驾驶舱显示器说明',\n",
       "  '发表时间': '2020-05-11 19:03',\n",
       "  '访客': '1758',\n",
       "  '回复': '1'},\n",
       " {'楼主': None, '标题': None, '发表时间': None, '访客': None, '回复': None},\n",
       " {'楼主': '永远喜欢055',\n",
       "  '标题': '原来运20能一次运两辆15式',\n",
       "  '发表时间': '2020-04-08 23:13',\n",
       "  '访客': '31746',\n",
       "  '回复': '122'},\n",
       " {'楼主': 'jty815',\n",
       "  '标题': '英国的空军月刊《air forces monthly 》哪能找到过刊的PDF？',\n",
       "  '发表时间': '2020-05-11 14:51',\n",
       "  '访客': '940',\n",
       "  '回复': '2'},\n",
       " {'楼主': 'hpjany',\n",
       "  '标题': '福克斯新闻称：H20年内亮相',\n",
       "  '发表时间': '2020-05-08 16:41',\n",
       "  '访客': '15834',\n",
       "  '回复': '34'},\n",
       " {'楼主': 'rsu4',\n",
       "  '标题': '继续说说歼15改进型号，猎鹰舰载版和最近的海山鹰改的事情',\n",
       "  '发表时间': '2020-05-07 03:24',\n",
       "  '访客': '11958',\n",
       "  '回复': '97'},\n",
       " {'楼主': '向量3074',\n",
       "  '标题': '现有安124统计',\n",
       "  '发表时间': '2020-04-03 21:24',\n",
       "  '访客': '22362',\n",
       "  '回复': '149'},\n",
       " {'楼主': '配合公差',\n",
       "  '标题': '谁会是歼十的替代机型',\n",
       "  '发表时间': '2020-05-09 08:09',\n",
       "  '访客': '13488',\n",
       "  '回复': '123'},\n",
       " {'楼主': 'fjt85',\n",
       "  '标题': '美国防部确认，限制F-35作超音速飞行以避免破坏其机尾结构和隐身涂层',\n",
       "  '发表时间': '2020-05-11 14:00',\n",
       "  '访客': '4614',\n",
       "  '回复': '40'},\n",
       " {'楼主': '阿颠',\n",
       "  '标题': '发图贺超大重开',\n",
       "  '发表时间': '2020-05-07 10:55',\n",
       "  '访客': '11754',\n",
       "  '回复': '43'},\n",
       " {'楼主': 'swshs',\n",
       "  '标题': '飞豹发动机与ws18油耗不知道是真是假',\n",
       "  '发表时间': '2020-05-08 18:40',\n",
       "  '访客': '9204',\n",
       "  '回复': '63'},\n",
       " {'楼主': 'gansiriben2019',\n",
       "  '标题': '平心而论，这才是最好看的飞机',\n",
       "  '发表时间': '2020-05-11 07:30',\n",
       "  '访客': '11550',\n",
       "  '回复': '53'},\n",
       " {'楼主': 'stcshy',\n",
       "  '标题': 'WS10版J20的意义何在？',\n",
       "  '发表时间': '2020-05-07 11:36',\n",
       "  '访客': '18078',\n",
       "  '回复': '126'},\n",
       " {'楼主': 'mayu137',\n",
       "  '标题': '［舰载五代机相关］纠正错误认识，增加巡逻飞机数量请选重型机',\n",
       "  '发表时间': '2020-05-08 08:05',\n",
       "  '访客': '11448',\n",
       "  '回复': '419'},\n",
       " {'楼主': '悍马骑士',\n",
       "  '标题': '军网大图：J-10战机发射火箭',\n",
       "  '发表时间': '2020-05-10 21:32',\n",
       "  '访客': '4206',\n",
       "  '回复': '16'},\n",
       " {'楼主': 'wuxi757',\n",
       "  '标题': '一张图',\n",
       "  '发表时间': '2020-05-10 20:11',\n",
       "  '访客': '9408',\n",
       "  '回复': '29'},\n",
       " ...]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "file = open(\"超大空军论坛.json\", 'r', encoding='utf-8')\n",
    "papers = []\n",
    "for line in file.readlines():\n",
    "    dic = json.loads(line)\n",
    "    papers.append(dic)\n",
    " \n",
    "papers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>华夏本尊</td>\n",
       "      <td>沉痛哀悼原海军版主slayerhuahua！！！</td>\n",
       "      <td>2020-06-24 21:57</td>\n",
       "      <td>137112</td>\n",
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       "      <td>2020-06-29 09:05</td>\n",
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       "      <th>4</th>\n",
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       "      <td>对论坛舰载机争论的一些思考</td>\n",
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       "      <th>2049</th>\n",
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       "      <td>2020-02-22 17:51</td>\n",
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       "      <td>以现在的生产速度，TG战略运输机队伍超越俄罗斯还有多远？</td>\n",
       "      <td>2020-02-22 15:12</td>\n",
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       "      <td>127</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>2051 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            楼主                                    标题              发表时间  \\\n",
       "0         None                                  None              None   \n",
       "1         华夏本尊              沉痛哀悼原海军版主slayerhuahua！！！  2020-06-24 21:57   \n",
       "2     无影侠SUPER  【空版版务通告】新人必读、回帖必看，望空版会员遵守，共同维护空版讨论环境  2016-03-16 05:24   \n",
       "3      蓝军部队参谋长                          枭龙B3vs幻影2000  2020-06-29 09:05   \n",
       "4         坚守阵地                                 论涡扇15  2020-06-23 08:17   \n",
       "...        ...                                   ...               ...   \n",
       "2046  04110532                         对论坛舰载机争论的一些思考  2020-02-23 20:18   \n",
       "2047    zzz989            俄海军订购三架世界最大的水上飞机A-42用于反潜作战  2020-02-28 09:01   \n",
       "2048      悍马骑士                        老照片：河马的笑脸 1993  2020-02-27 14:49   \n",
       "2049  Patlabor                      “一切尽在掌握”——湾湾伴飞大图  2020-02-22 17:51   \n",
       "2050  亨廷顿.英格尔斯          以现在的生产速度，TG战略运输机队伍超越俄罗斯还有多远？  2020-02-22 15:12   \n",
       "\n",
       "          访客    回复  \n",
       "0       None  None  \n",
       "1     137112  1303  \n",
       "2     679300     2  \n",
       "3       8490    79  \n",
       "4      18894    92  \n",
       "...      ...   ...  \n",
       "2046    2574    34  \n",
       "2047    2676    34  \n",
       "2048    2880    20  \n",
       "2049   16344    66  \n",
       "2050   18384   127  \n",
       "\n",
       "[2051 rows x 5 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame(papers)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = df.drop_duplicates()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>华夏本尊</td>\n",
       "      <td>沉痛哀悼原海军版主slayerhuahua！！！</td>\n",
       "      <td>2020-06-24 21:57</td>\n",
       "      <td>137112</td>\n",
       "      <td>1303</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>无影侠SUPER</td>\n",
       "      <td>【空版版务通告】新人必读、回帖必看，望空版会员遵守，共同维护空版讨论环境</td>\n",
       "      <td>2016-03-16 05:24</td>\n",
       "      <td>679300</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>蓝军部队参谋长</td>\n",
       "      <td>枭龙B3vs幻影2000</td>\n",
       "      <td>2020-06-29 09:05</td>\n",
       "      <td>8490</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>坚守阵地</td>\n",
       "      <td>论涡扇15</td>\n",
       "      <td>2020-06-23 08:17</td>\n",
       "      <td>18894</td>\n",
       "      <td>92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>红色联合舰队</td>\n",
       "      <td>说伊朗空军看不上J10是在被困在旧思维里出不来了</td>\n",
       "      <td>2020-06-29 00:50</td>\n",
       "      <td>15630</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2046</th>\n",
       "      <td>04110532</td>\n",
       "      <td>对论坛舰载机争论的一些思考</td>\n",
       "      <td>2020-02-23 20:18</td>\n",
       "      <td>2574</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2047</th>\n",
       "      <td>zzz989</td>\n",
       "      <td>俄海军订购三架世界最大的水上飞机A-42用于反潜作战</td>\n",
       "      <td>2020-02-28 09:01</td>\n",
       "      <td>2676</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2048</th>\n",
       "      <td>悍马骑士</td>\n",
       "      <td>老照片：河马的笑脸 1993</td>\n",
       "      <td>2020-02-27 14:49</td>\n",
       "      <td>2880</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2049</th>\n",
       "      <td>Patlabor</td>\n",
       "      <td>“一切尽在掌握”——湾湾伴飞大图</td>\n",
       "      <td>2020-02-22 17:51</td>\n",
       "      <td>16344</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2050</th>\n",
       "      <td>亨廷顿.英格尔斯</td>\n",
       "      <td>以现在的生产速度，TG战略运输机队伍超越俄罗斯还有多远？</td>\n",
       "      <td>2020-02-22 15:12</td>\n",
       "      <td>18384</td>\n",
       "      <td>127</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2001 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            楼主                                    标题              发表时间  \\\n",
       "1         华夏本尊              沉痛哀悼原海军版主slayerhuahua！！！  2020-06-24 21:57   \n",
       "2     无影侠SUPER  【空版版务通告】新人必读、回帖必看，望空版会员遵守，共同维护空版讨论环境  2016-03-16 05:24   \n",
       "3      蓝军部队参谋长                          枭龙B3vs幻影2000  2020-06-29 09:05   \n",
       "4         坚守阵地                                 论涡扇15  2020-06-23 08:17   \n",
       "5       红色联合舰队              说伊朗空军看不上J10是在被困在旧思维里出不来了  2020-06-29 00:50   \n",
       "...        ...                                   ...               ...   \n",
       "2046  04110532                         对论坛舰载机争论的一些思考  2020-02-23 20:18   \n",
       "2047    zzz989            俄海军订购三架世界最大的水上飞机A-42用于反潜作战  2020-02-28 09:01   \n",
       "2048      悍马骑士                        老照片：河马的笑脸 1993  2020-02-27 14:49   \n",
       "2049  Patlabor                      “一切尽在掌握”——湾湾伴飞大图  2020-02-22 17:51   \n",
       "2050  亨廷顿.英格尔斯          以现在的生产速度，TG战略运输机队伍超越俄罗斯还有多远？  2020-02-22 15:12   \n",
       "\n",
       "          访客    回复  \n",
       "1     137112  1303  \n",
       "2     679300     2  \n",
       "3       8490    79  \n",
       "4      18894    92  \n",
       "5      15630   165  \n",
       "...      ...   ...  \n",
       "2046    2574    34  \n",
       "2047    2676    34  \n",
       "2048    2880    20  \n",
       "2049   16344    66  \n",
       "2050   18384   127  \n",
       "\n",
       "[2001 rows x 5 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.drop(index=[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>华夏本尊</td>\n",
       "      <td>沉痛哀悼原海军版主slayerhuahua！！！</td>\n",
       "      <td>2020-06-24 21:57</td>\n",
       "      <td>137112</td>\n",
       "      <td>1303</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>无影侠SUPER</td>\n",
       "      <td>【空版版务通告】新人必读、回帖必看，望空版会员遵守，共同维护空版讨论环境</td>\n",
       "      <td>2016-03-16 05:24</td>\n",
       "      <td>679300</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>蓝军部队参谋长</td>\n",
       "      <td>枭龙B3vs幻影2000</td>\n",
       "      <td>2020-06-29 09:05</td>\n",
       "      <td>8490</td>\n",
       "      <td>79</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>坚守阵地</td>\n",
       "      <td>论涡扇15</td>\n",
       "      <td>2020-06-23 08:17</td>\n",
       "      <td>18894</td>\n",
       "      <td>92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>红色联合舰队</td>\n",
       "      <td>说伊朗空军看不上J10是在被困在旧思维里出不来了</td>\n",
       "      <td>2020-06-29 00:50</td>\n",
       "      <td>15630</td>\n",
       "      <td>165</td>\n",
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       "      <th>...</th>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>2046</th>\n",
       "      <td>04110532</td>\n",
       "      <td>对论坛舰载机争论的一些思考</td>\n",
       "      <td>2020-02-23 20:18</td>\n",
       "      <td>2574</td>\n",
       "      <td>34</td>\n",
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       "    <tr>\n",
       "      <th>2047</th>\n",
       "      <td>zzz989</td>\n",
       "      <td>俄海军订购三架世界最大的水上飞机A-42用于反潜作战</td>\n",
       "      <td>2020-02-28 09:01</td>\n",
       "      <td>2676</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2048</th>\n",
       "      <td>悍马骑士</td>\n",
       "      <td>老照片：河马的笑脸 1993</td>\n",
       "      <td>2020-02-27 14:49</td>\n",
       "      <td>2880</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2049</th>\n",
       "      <td>Patlabor</td>\n",
       "      <td>“一切尽在掌握”——湾湾伴飞大图</td>\n",
       "      <td>2020-02-22 17:51</td>\n",
       "      <td>16344</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2050</th>\n",
       "      <td>亨廷顿.英格尔斯</td>\n",
       "      <td>以现在的生产速度，TG战略运输机队伍超越俄罗斯还有多远？</td>\n",
       "      <td>2020-02-22 15:12</td>\n",
       "      <td>18384</td>\n",
       "      <td>127</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2001 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            楼主                                    标题              发表时间  \\\n",
       "1         华夏本尊              沉痛哀悼原海军版主slayerhuahua！！！  2020-06-24 21:57   \n",
       "2     无影侠SUPER  【空版版务通告】新人必读、回帖必看，望空版会员遵守，共同维护空版讨论环境  2016-03-16 05:24   \n",
       "3      蓝军部队参谋长                          枭龙B3vs幻影2000  2020-06-29 09:05   \n",
       "4         坚守阵地                                 论涡扇15  2020-06-23 08:17   \n",
       "5       红色联合舰队              说伊朗空军看不上J10是在被困在旧思维里出不来了  2020-06-29 00:50   \n",
       "...        ...                                   ...               ...   \n",
       "2046  04110532                         对论坛舰载机争论的一些思考  2020-02-23 20:18   \n",
       "2047    zzz989            俄海军订购三架世界最大的水上飞机A-42用于反潜作战  2020-02-28 09:01   \n",
       "2048      悍马骑士                        老照片：河马的笑脸 1993  2020-02-27 14:49   \n",
       "2049  Patlabor                      “一切尽在掌握”——湾湾伴飞大图  2020-02-22 17:51   \n",
       "2050  亨廷顿.英格尔斯          以现在的生产速度，TG战略运输机队伍超越俄罗斯还有多远？  2020-02-22 15:12   \n",
       "\n",
       "          访客    回复  \n",
       "1     137112  1303  \n",
       "2     679300     2  \n",
       "3       8490    79  \n",
       "4      18894    92  \n",
       "5      15630   165  \n",
       "...      ...   ...  \n",
       "2046    2574    34  \n",
       "2047    2676    34  \n",
       "2048    2880    20  \n",
       "2049   16344    66  \n",
       "2050   18384   127  \n",
       "\n",
       "[2001 rows x 5 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_最终版 = df.drop(index=[0])\n",
    "df_最终版"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_最终版.to_excel('超级大本营.xlsx',sheet_name='空军版')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>jmr_gy</td>\n",
       "      <td>新歼十要出来了？</td>\n",
       "      <td>2020-06-26 13:50</td>\n",
       "      <td>27156</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>dy017</td>\n",
       "      <td>歼十能挂载八中四近一油吗？</td>\n",
       "      <td>2020-06-16 14:06</td>\n",
       "      <td>15834</td>\n",
       "      <td>95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>cder_dh3uutc4</td>\n",
       "      <td>关于歼十表演机退役的探讨，该换了吧</td>\n",
       "      <td>2020-06-26 20:29</td>\n",
       "      <td>7368</td>\n",
       "      <td>63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>806</th>\n",
       "      <td>空军#总司令</td>\n",
       "      <td>歼十家族将迎来更加威猛的兄弟？</td>\n",
       "      <td>2020-05-15 21:58</td>\n",
       "      <td>33786</td>\n",
       "      <td>167</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>936</th>\n",
       "      <td>Mike183618</td>\n",
       "      <td>歼十家族的更加威猛的兄弟是啥样？</td>\n",
       "      <td>2020-05-17 06:34</td>\n",
       "      <td>14100</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>991</th>\n",
       "      <td>配合公差</td>\n",
       "      <td>谁会是歼十的替代机型</td>\n",
       "      <td>2020-05-09 08:09</td>\n",
       "      <td>13488</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1332</th>\n",
       "      <td>正午♀</td>\n",
       "      <td>歼十美图欣赏</td>\n",
       "      <td>2020-04-04 15:27</td>\n",
       "      <td>3186</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1341</th>\n",
       "      <td>gzljh</td>\n",
       "      <td>不探讨可能性，单纯技术上来说，歼十改一下可以上舰吗？</td>\n",
       "      <td>2020-03-28 12:23</td>\n",
       "      <td>4308</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1457</th>\n",
       "      <td>wang1918</td>\n",
       "      <td>歼十C装备数量马上就要上200了。</td>\n",
       "      <td>2020-03-02 00:04</td>\n",
       "      <td>46230</td>\n",
       "      <td>223</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1463</th>\n",
       "      <td>gansiriben2019</td>\n",
       "      <td>今天看歼十研制过程，真是过瘾</td>\n",
       "      <td>2020-03-02 15:49</td>\n",
       "      <td>44700</td>\n",
       "      <td>550</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1585</th>\n",
       "      <td>LantianYY</td>\n",
       "      <td>成飞的保形油箱和复合挂架（歼十用的？）</td>\n",
       "      <td>2020-02-01 15:33</td>\n",
       "      <td>42456</td>\n",
       "      <td>206</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1965</th>\n",
       "      <td>dearwux</td>\n",
       "      <td>歼十的迎角和仰角</td>\n",
       "      <td>2020-03-01 17:33</td>\n",
       "      <td>1860</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  楼主                          标题              发表时间     访客   回复\n",
       "8             jmr_gy                    新歼十要出来了？  2020-06-26 13:50  27156   51\n",
       "192            dy017               歼十能挂载八中四近一油吗？  2020-06-16 14:06  15834   95\n",
       "193    cder_dh3uutc4           关于歼十表演机退役的探讨，该换了吧  2020-06-26 20:29   7368   63\n",
       "806           空军#总司令             歼十家族将迎来更加威猛的兄弟？  2020-05-15 21:58  33786  167\n",
       "936       Mike183618            歼十家族的更加威猛的兄弟是啥样？  2020-05-17 06:34  14100   73\n",
       "991             配合公差                  谁会是歼十的替代机型  2020-05-09 08:09  13488  123\n",
       "1332             正午♀                      歼十美图欣赏  2020-04-04 15:27   3186   16\n",
       "1341           gzljh  不探讨可能性，单纯技术上来说，歼十改一下可以上舰吗？  2020-03-28 12:23   4308   67\n",
       "1457        wang1918           歼十C装备数量马上就要上200了。  2020-03-02 00:04  46230  223\n",
       "1463  gansiriben2019              今天看歼十研制过程，真是过瘾  2020-03-02 15:49  44700  550\n",
       "1585       LantianYY         成飞的保形油箱和复合挂架（歼十用的？）  2020-02-01 15:33  42456  206\n",
       "1965         dearwux                    歼十的迎角和仰角  2020-03-01 17:33   1860    2"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_最终版[df_最终版[\"标题\"].str.contains(\"歼十\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
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       "      <th>楼主</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>僵尸多补</td>\n",
       "      <td>歼10有没有可能升级成五代机或者舰载机？</td>\n",
       "      <td>2020-06-28 19:42</td>\n",
       "      <td>1656</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>一如烟火</td>\n",
       "      <td>天蓬元帅发话了，不能让伊朗得到歼10</td>\n",
       "      <td>2020-06-24 14:19</td>\n",
       "      <td>44838</td>\n",
       "      <td>255</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>338</th>\n",
       "      <td>wuxi757</td>\n",
       "      <td>台媒今天对歼10的背景介绍</td>\n",
       "      <td>2020-06-16 20:14</td>\n",
       "      <td>27462</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>353</th>\n",
       "      <td>wuxi757</td>\n",
       "      <td>2020/06/17    歼10继续巡航台海</td>\n",
       "      <td>2020-06-17 19:45</td>\n",
       "      <td>7674</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>526</th>\n",
       "      <td>54huohai</td>\n",
       "      <td>转自wb，歼10舰载机方案模型</td>\n",
       "      <td>2020-05-25 21:01</td>\n",
       "      <td>17772</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>635</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>张张都能做壁纸！中国空军歼10C战机高清大图大放送</td>\n",
       "      <td>2020-05-26 09:48</td>\n",
       "      <td>13998</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>643</th>\n",
       "      <td>statuepeace24</td>\n",
       "      <td>【转微博】512# 歼10C 量产行菊姬</td>\n",
       "      <td>2020-05-12 18:11</td>\n",
       "      <td>39702</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>669</th>\n",
       "      <td>鬼蜮精灵</td>\n",
       "      <td>歼10D会是这样的吗？顺便再来几张歼10图</td>\n",
       "      <td>2020-05-20 09:29</td>\n",
       "      <td>16956</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>723</th>\n",
       "      <td>德云班主</td>\n",
       "      <td>歼10-21项目与歼10C没有关系，歼10D也是个误会</td>\n",
       "      <td>2020-05-21 23:27</td>\n",
       "      <td>13692</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>743</th>\n",
       "      <td>ychx</td>\n",
       "      <td>歼10A挂载PL10导弹 或将全面升级 作战能力媲美F16V(图）</td>\n",
       "      <td>2020-05-29 15:06</td>\n",
       "      <td>8592</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>785</th>\n",
       "      <td>wjh8848</td>\n",
       "      <td>歼10D或者Z型，受制于发动机</td>\n",
       "      <td>2020-05-23 10:47</td>\n",
       "      <td>14712</td>\n",
       "      <td>87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>813</th>\n",
       "      <td>新兵蛋子051C</td>\n",
       "      <td>2020年军费预算出来了！增长了6.6%！还能多造一些歼16和歼10C！</td>\n",
       "      <td>2020-05-22 12:52</td>\n",
       "      <td>35724</td>\n",
       "      <td>106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>899</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>美媒列出歼10C一长串优点：对台军F16V有压倒优势</td>\n",
       "      <td>2020-05-12 16:36</td>\n",
       "      <td>21342</td>\n",
       "      <td>81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>933</th>\n",
       "      <td>新兵蛋子051C</td>\n",
       "      <td>CCTV7曝光，我们还有更新型的歼10！估计是歼10D了吧！期待成飞歼10D！</td>\n",
       "      <td>2020-05-18 12:29</td>\n",
       "      <td>26952</td>\n",
       "      <td>120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1263</th>\n",
       "      <td>北京富爷7343</td>\n",
       "      <td>这组歼10C照片拍的可以！</td>\n",
       "      <td>2020-04-01 20:06</td>\n",
       "      <td>24198</td>\n",
       "      <td>115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1558</th>\n",
       "      <td>中导绝响</td>\n",
       "      <td>捕捉到活体的涡扇10版歼10C了</td>\n",
       "      <td>2020-03-11 14:57</td>\n",
       "      <td>34500</td>\n",
       "      <td>138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1562</th>\n",
       "      <td>自行电磁炮</td>\n",
       "      <td>歼10腹部四个小挂架能挂近距离格斗弹吗?</td>\n",
       "      <td>2020-02-03 19:34</td>\n",
       "      <td>9000</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1570</th>\n",
       "      <td>yaosongyin</td>\n",
       "      <td>歼10挂载能力不行？</td>\n",
       "      <td>2020-03-13 02:30</td>\n",
       "      <td>23892</td>\n",
       "      <td>242</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1584</th>\n",
       "      <td>gxnnjy</td>\n",
       "      <td>早期歼10样机为啥是固定进气道</td>\n",
       "      <td>2020-03-12 19:37</td>\n",
       "      <td>27564</td>\n",
       "      <td>422</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1604</th>\n",
       "      <td>Revan</td>\n",
       "      <td>大佬们这是歼10的座舱吗？</td>\n",
       "      <td>2020-03-30 10:47</td>\n",
       "      <td>13284</td>\n",
       "      <td>47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1638</th>\n",
       "      <td>kang999</td>\n",
       "      <td>歼10加改翼尖挂架存在什么不可克服的困难？</td>\n",
       "      <td>2020-03-04 02:40</td>\n",
       "      <td>15630</td>\n",
       "      <td>131</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1744</th>\n",
       "      <td>马踏天皇</td>\n",
       "      <td>2019金头盔比赛，歼10C胜出</td>\n",
       "      <td>2020-03-08 22:58</td>\n",
       "      <td>-</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1760</th>\n",
       "      <td>中导绝响</td>\n",
       "      <td>你们要的太行歼10视频</td>\n",
       "      <td>2020-03-12 18:06</td>\n",
       "      <td>2064</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1813</th>\n",
       "      <td>瑶瑶TD</td>\n",
       "      <td>微博说去年三代半组金头盔是歼10C</td>\n",
       "      <td>2020-02-25 20:39</td>\n",
       "      <td>51738</td>\n",
       "      <td>473</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1972</th>\n",
       "      <td>wangbin瑟尔</td>\n",
       "      <td>修改标题：从此次在坡县航展的表现看，歼10还是一款角度机（2.21更新并增加照片）</td>\n",
       "      <td>2020-02-17 15:52</td>\n",
       "      <td>13896</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2035</th>\n",
       "      <td>HCK1250@163.COM</td>\n",
       "      <td>台湾军迷节目《施孝玮谈军事》提到歼10是应该机动性好于F-16</td>\n",
       "      <td>2020-02-22 11:12</td>\n",
       "      <td>16038</td>\n",
       "      <td>113</td>\n",
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      "text/plain": [
       "                   楼主                                         标题  \\\n",
       "197              僵尸多补                       歼10有没有可能升级成五代机或者舰载机？   \n",
       "199              一如烟火                         天蓬元帅发话了，不能让伊朗得到歼10   \n",
       "338           wuxi757                              台媒今天对歼10的背景介绍   \n",
       "353           wuxi757                    2020/06/17    歼10继续巡航台海   \n",
       "526          54huohai                            转自wb，歼10舰载机方案模型   \n",
       "635              海军总部                  张张都能做壁纸！中国空军歼10C战机高清大图大放送   \n",
       "643     statuepeace24                       【转微博】512# 歼10C 量产行菊姬   \n",
       "669              鬼蜮精灵                      歼10D会是这样的吗？顺便再来几张歼10图   \n",
       "723              德云班主                歼10-21项目与歼10C没有关系，歼10D也是个误会   \n",
       "743              ychx          歼10A挂载PL10导弹 或将全面升级 作战能力媲美F16V(图）   \n",
       "785           wjh8848                            歼10D或者Z型，受制于发动机   \n",
       "813          新兵蛋子051C       2020年军费预算出来了！增长了6.6%！还能多造一些歼16和歼10C！   \n",
       "899              海军总部                 美媒列出歼10C一长串优点：对台军F16V有压倒优势   \n",
       "933          新兵蛋子051C    CCTV7曝光，我们还有更新型的歼10！估计是歼10D了吧！期待成飞歼10D！   \n",
       "1263         北京富爷7343                              这组歼10C照片拍的可以！   \n",
       "1558             中导绝响                           捕捉到活体的涡扇10版歼10C了   \n",
       "1562            自行电磁炮                       歼10腹部四个小挂架能挂近距离格斗弹吗?   \n",
       "1570       yaosongyin                                 歼10挂载能力不行？   \n",
       "1584           gxnnjy                            早期歼10样机为啥是固定进气道   \n",
       "1604            Revan                              大佬们这是歼10的座舱吗？   \n",
       "1638          kang999                      歼10加改翼尖挂架存在什么不可克服的困难？   \n",
       "1744             马踏天皇                           2019金头盔比赛，歼10C胜出   \n",
       "1760             中导绝响                                你们要的太行歼10视频   \n",
       "1813             瑶瑶TD                          微博说去年三代半组金头盔是歼10C   \n",
       "1972        wangbin瑟尔  修改标题：从此次在坡县航展的表现看，歼10还是一款角度机（2.21更新并增加照片）   \n",
       "2035  HCK1250@163.COM            台湾军迷节目《施孝玮谈军事》提到歼10是应该机动性好于F-16   \n",
       "\n",
       "                  发表时间     访客   回复  \n",
       "197   2020-06-28 19:42   1656   20  \n",
       "199   2020-06-24 14:19  44838  255  \n",
       "338   2020-06-16 20:14  27462   79  \n",
       "353   2020-06-17 19:45   7674   22  \n",
       "526   2020-05-25 21:01  17772   68  \n",
       "635   2020-05-26 09:48  13998   48  \n",
       "643   2020-05-12 18:11  39702  152  \n",
       "669   2020-05-20 09:29  16956   53  \n",
       "723   2020-05-21 23:27  13692   64  \n",
       "743   2020-05-29 15:06   8592   50  \n",
       "785   2020-05-23 10:47  14712   87  \n",
       "813   2020-05-22 12:52  35724  106  \n",
       "899   2020-05-12 16:36  21342   81  \n",
       "933   2020-05-18 12:29  26952  120  \n",
       "1263  2020-04-01 20:06  24198  115  \n",
       "1558  2020-03-11 14:57  34500  138  \n",
       "1562  2020-02-03 19:34   9000   73  \n",
       "1570  2020-03-13 02:30  23892  242  \n",
       "1584  2020-03-12 19:37  27564  422  \n",
       "1604  2020-03-30 10:47  13284   47  \n",
       "1638  2020-03-04 02:40  15630  131  \n",
       "1744  2020-03-08 22:58      -    -  \n",
       "1760  2020-03-12 18:06   2064    5  \n",
       "1813  2020-02-25 20:39  51738  473  \n",
       "1972  2020-02-17 15:52  13896   67  \n",
       "2035  2020-02-22 11:12  16038  113  "
      ]
     },
     "execution_count": 55,
     "metadata": {},
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    }
   ],
   "source": [
    "df_最终版[df_最终版[\"标题\"].str.contains(\"歼10\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
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       "      <th>21</th>\n",
       "      <td>wsmyr2007</td>\n",
       "      <td>又见黄皮歼20</td>\n",
       "      <td>2020-06-28 13:31</td>\n",
       "      <td>29400</td>\n",
       "      <td>92</td>\n",
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       "      <td>LeeTang</td>\n",
       "      <td>隔壁论文证明，歼20/F22战力远超F35</td>\n",
       "      <td>2020-06-23 10:50</td>\n",
       "      <td>22770</td>\n",
       "      <td>179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>番茄蛋饭2002</td>\n",
       "      <td>个人判断，涡扇15还没有上歼20试飞，而是在歼11B歼16试飞</td>\n",
       "      <td>2020-05-27 18:27</td>\n",
       "      <td>28890</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>Covefe</td>\n",
       "      <td>太行版的歼20恐怕不是个过渡型号</td>\n",
       "      <td>2020-06-22 15:29</td>\n",
       "      <td>15936</td>\n",
       "      <td>85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>大光</td>\n",
       "      <td>从歼5——歼20.。。（中国歼击机图序）</td>\n",
       "      <td>2020-06-22 11:38</td>\n",
       "      <td>11040</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>坚守阵地</td>\n",
       "      <td>矛盾论看歼20</td>\n",
       "      <td>2020-06-25 07:11</td>\n",
       "      <td>5022</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>mengyize6</td>\n",
       "      <td>歼20头盔深度解析</td>\n",
       "      <td>2020-06-22 00:07</td>\n",
       "      <td>3594</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>rafale521000</td>\n",
       "      <td>用歼20威慑印度</td>\n",
       "      <td>2020-06-18 08:30</td>\n",
       "      <td>11652</td>\n",
       "      <td>52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>chentianhua</td>\n",
       "      <td>歼20的空重、载油量、航程、机动性等指标，是不是中标时就已经明确了的？</td>\n",
       "      <td>2020-05-16 08:29</td>\n",
       "      <td>10224</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>390</th>\n",
       "      <td>mayu137</td>\n",
       "      <td>[顾诵芬文集]关于歼20/五代机指标要求和发动机/超巡</td>\n",
       "      <td>2020-06-19 12:05</td>\n",
       "      <td>10122</td>\n",
       "      <td>114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>409</th>\n",
       "      <td>武统牌方便面</td>\n",
       "      <td>如果印度买了苏57，咱们ws10C版歼20和苏57几几开?</td>\n",
       "      <td>2020-06-18 20:18</td>\n",
       "      <td>10224</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>521</th>\n",
       "      <td>myc2020</td>\n",
       "      <td>真和印度冲突，应直接用歼20甚至FC31摧毁它的信心，大家觉得呢？</td>\n",
       "      <td>2020-06-05 15:01</td>\n",
       "      <td>14712</td>\n",
       "      <td>137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>577</th>\n",
       "      <td>飞龙宝宝</td>\n",
       "      <td>歼20对对付印度阵风应是单方面屠杀</td>\n",
       "      <td>2020-05-19 17:45</td>\n",
       "      <td>45822</td>\n",
       "      <td>278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>584</th>\n",
       "      <td>山人五四</td>\n",
       "      <td>2架歼20+4架歼16，能有效防御4架歼20的战术进攻吗？</td>\n",
       "      <td>2020-05-28 20:35</td>\n",
       "      <td>11754</td>\n",
       "      <td>137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>585</th>\n",
       "      <td>ziruiwang2004</td>\n",
       "      <td>歼20-手机和电脑的壁纸</td>\n",
       "      <td>2019-10-31 11:19</td>\n",
       "      <td>22668</td>\n",
       "      <td>78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>624</th>\n",
       "      <td>永远喜欢055</td>\n",
       "      <td>歼20装涡扇10是至少02年就制定了的计划，谁告诉你的这意味着涡扇15遥遥无期的</td>\n",
       "      <td>2020-05-26 23:17</td>\n",
       "      <td>10836</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>677</th>\n",
       "      <td>jstar117j</td>\n",
       "      <td>苏35的机体，配涡扇15发动机，歼20的航电，是否能与F35一战</td>\n",
       "      <td>2020-05-18 16:23</td>\n",
       "      <td>6450</td>\n",
       "      <td>78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>717</th>\n",
       "      <td>自行电磁炮</td>\n",
       "      <td>有人拿歼20的试飞期推测歼31的试飞期是不对的，歼31要短很多</td>\n",
       "      <td>2020-05-18 08:35</td>\n",
       "      <td>13794</td>\n",
       "      <td>90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>719</th>\n",
       "      <td>wangbin瑟尔</td>\n",
       "      <td>不要再说歼20推力不足了，即使用太行改，推重比也不比F22差</td>\n",
       "      <td>2020-04-18 22:14</td>\n",
       "      <td>47556</td>\n",
       "      <td>556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>804</th>\n",
       "      <td>迎来一个个早晨</td>\n",
       "      <td>F22歼20苏57尺寸图</td>\n",
       "      <td>2020-05-26 16:47</td>\n",
       "      <td>4512</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>809</th>\n",
       "      <td>超级侧卫</td>\n",
       "      <td>转自WB,歼20挂着副油箱从脑瓜顶飞过</td>\n",
       "      <td>2020-05-26 07:44</td>\n",
       "      <td>16362</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1001</th>\n",
       "      <td>超大旁观者</td>\n",
       "      <td>与大家聊歼20完全状况后喷口的事</td>\n",
       "      <td>2020-04-18 02:16</td>\n",
       "      <td>25218</td>\n",
       "      <td>82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1037</th>\n",
       "      <td>10年军迷</td>\n",
       "      <td>歼20稍微清晰一点的飞行表演，注意后半段</td>\n",
       "      <td>2019-10-17 22:41</td>\n",
       "      <td>26952</td>\n",
       "      <td>81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1059</th>\n",
       "      <td>NIRGUN</td>\n",
       "      <td>歼20大象漫步近照</td>\n",
       "      <td>2020-04-17 16:39</td>\n",
       "      <td>29502</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1061</th>\n",
       "      <td>同梓湖语</td>\n",
       "      <td>美国《国家利益》：歼20开火距离比F22远100公里</td>\n",
       "      <td>2020-04-18 23:01</td>\n",
       "      <td>4818</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1132</th>\n",
       "      <td>axman001</td>\n",
       "      <td>歼20到底有没有机炮</td>\n",
       "      <td>2019-11-04 16:27</td>\n",
       "      <td>21444</td>\n",
       "      <td>169</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1197</th>\n",
       "      <td>ctphilips</td>\n",
       "      <td>歼20这宽大的A柱挺挡视野的吧</td>\n",
       "      <td>2020-05-06 21:58</td>\n",
       "      <td>34908</td>\n",
       "      <td>146</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1276</th>\n",
       "      <td>花千骨</td>\n",
       "      <td>歼20的侧蛋仓挂载</td>\n",
       "      <td>2020-04-01 22:49</td>\n",
       "      <td>15936</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1371</th>\n",
       "      <td>永远喜欢055</td>\n",
       "      <td>扬基说歼20上的太行综合性能介于F110-GE-129与132之间，有后发优势也缺少积累</td>\n",
       "      <td>2020-04-04 20:40</td>\n",
       "      <td>40926</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1405</th>\n",
       "      <td>chentianhua</td>\n",
       "      <td>看到微型空射诱饵干扰机(MALD-J)飞来，歼20／F22怎么办？</td>\n",
       "      <td>2018-07-05 23:11</td>\n",
       "      <td>16956</td>\n",
       "      <td>172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1411</th>\n",
       "      <td>一枝梅yzm</td>\n",
       "      <td>歼20和F35，空战怎么打？</td>\n",
       "      <td>2020-04-10 13:42</td>\n",
       "      <td>9612</td>\n",
       "      <td>141</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1440</th>\n",
       "      <td>ZDH1321</td>\n",
       "      <td>歼20在18年金头盔0:108歼11b，消息可靠吗？</td>\n",
       "      <td>2020-03-18 12:50</td>\n",
       "      <td>21138</td>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1444</th>\n",
       "      <td>wangbin瑟尔</td>\n",
       "      <td>为什么歼20和苏57都将主翼后掠角选择在48.5度左右，其实还是很有讲究的</td>\n",
       "      <td>2020-03-02 13:56</td>\n",
       "      <td>13794</td>\n",
       "      <td>168</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1458</th>\n",
       "      <td>永远喜欢055</td>\n",
       "      <td>歼20的机翼是三角翼还是梯形翼，这种机翼在哪方面性能突出?</td>\n",
       "      <td>2020-03-28 02:11</td>\n",
       "      <td>3084</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1497</th>\n",
       "      <td>lixinghi</td>\n",
       "      <td>1:48歼20官方模型</td>\n",
       "      <td>2020-03-12 00:00</td>\n",
       "      <td>10224</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1535</th>\n",
       "      <td>cszl1998</td>\n",
       "      <td>关于空军当前的歼20装备规模＋产能爬坡时间点的简单看法</td>\n",
       "      <td>2020-03-12 19:04</td>\n",
       "      <td>15222</td>\n",
       "      <td>170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1548</th>\n",
       "      <td>坚守阵地</td>\n",
       "      <td>歼20机动性</td>\n",
       "      <td>2020-03-15 06:04</td>\n",
       "      <td>12774</td>\n",
       "      <td>56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1572</th>\n",
       "      <td>郑氏成功</td>\n",
       "      <td>中越边境竖起一座高塔 覆盖周边400公里称能探测歼20</td>\n",
       "      <td>2020-03-17 09:33</td>\n",
       "      <td>26136</td>\n",
       "      <td>159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1610</th>\n",
       "      <td>KV8</td>\n",
       "      <td>这个是歼20不</td>\n",
       "      <td>2020-03-31 20:14</td>\n",
       "      <td>3798</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1636</th>\n",
       "      <td>隐形大侦探</td>\n",
       "      <td>换个角度看歼20换ws10太行，太行涵道比  比AL-31FN大多了</td>\n",
       "      <td>2020-03-16 21:53</td>\n",
       "      <td>12060</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1672</th>\n",
       "      <td>cshjh302703</td>\n",
       "      <td>歼20飞行视频</td>\n",
       "      <td>2020-03-10 13:14</td>\n",
       "      <td>8082</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1677</th>\n",
       "      <td>永远喜欢055</td>\n",
       "      <td>台风军推6吨，挂两枚格斗弹半埋四枚中距弹能1.5马赫超音速巡航，歼20同情况军推要多大</td>\n",
       "      <td>2020-03-09 15:15</td>\n",
       "      <td>6654</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1715</th>\n",
       "      <td>kang999</td>\n",
       "      <td>从公开资料浅说歼20的截击战术和自身定位</td>\n",
       "      <td>2020-02-26 11:48</td>\n",
       "      <td>7572</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1789</th>\n",
       "      <td>aptg</td>\n",
       "      <td>假如今年能流出涡扇15上歼20的测试照片的话，就能知道某个流言是否属实了。</td>\n",
       "      <td>2020-03-08 17:07</td>\n",
       "      <td>7878</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1820</th>\n",
       "      <td>py430321</td>\n",
       "      <td>歼20机动性能分析</td>\n",
       "      <td>2016-12-17 12:03</td>\n",
       "      <td>130176</td>\n",
       "      <td>884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1888</th>\n",
       "      <td>tianmashan</td>\n",
       "      <td>歼20上舰也可以，但必须要做的三大改变</td>\n",
       "      <td>2020-01-22 13:59</td>\n",
       "      <td>13794</td>\n",
       "      <td>253</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021</th>\n",
       "      <td>yangwansan1</td>\n",
       "      <td>列装部队的19架歼20</td>\n",
       "      <td>2020-01-24 20:20</td>\n",
       "      <td>100902</td>\n",
       "      <td>292</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2039</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>歼20战机弹舱全开照曝光</td>\n",
       "      <td>2020-02-16 07:26</td>\n",
       "      <td>31600</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 楼主                                            标题  \\\n",
       "21        wsmyr2007                                       又见黄皮歼20   \n",
       "28          LeeTang                         隔壁论文证明，歼20/F22战力远超F35   \n",
       "80         番茄蛋饭2002               个人判断，涡扇15还没有上歼20试飞，而是在歼11B歼16试飞   \n",
       "131          Covefe                              太行版的歼20恐怕不是个过渡型号   \n",
       "151              大光                          从歼5——歼20.。。（中国歼击机图序）   \n",
       "202            坚守阵地                                       矛盾论看歼20   \n",
       "209       mengyize6                                     歼20头盔深度解析   \n",
       "220    rafale521000                                      用歼20威慑印度   \n",
       "236     chentianhua           歼20的空重、载油量、航程、机动性等指标，是不是中标时就已经明确了的？   \n",
       "390         mayu137                   [顾诵芬文集]关于歼20/五代机指标要求和发动机/超巡   \n",
       "409          武统牌方便面                 如果印度买了苏57，咱们ws10C版歼20和苏57几几开?   \n",
       "521         myc2020             真和印度冲突，应直接用歼20甚至FC31摧毁它的信心，大家觉得呢？   \n",
       "577            飞龙宝宝                             歼20对对付印度阵风应是单方面屠杀   \n",
       "584            山人五四                 2架歼20+4架歼16，能有效防御4架歼20的战术进攻吗？   \n",
       "585   ziruiwang2004                                  歼20-手机和电脑的壁纸   \n",
       "624         永远喜欢055      歼20装涡扇10是至少02年就制定了的计划，谁告诉你的这意味着涡扇15遥遥无期的   \n",
       "677       jstar117j              苏35的机体，配涡扇15发动机，歼20的航电，是否能与F35一战   \n",
       "717           自行电磁炮               有人拿歼20的试飞期推测歼31的试飞期是不对的，歼31要短很多   \n",
       "719       wangbin瑟尔                不要再说歼20推力不足了，即使用太行改，推重比也不比F22差   \n",
       "804         迎来一个个早晨                                  F22歼20苏57尺寸图   \n",
       "809            超级侧卫                           转自WB,歼20挂着副油箱从脑瓜顶飞过   \n",
       "1001          超大旁观者                              与大家聊歼20完全状况后喷口的事   \n",
       "1037          10年军迷                          歼20稍微清晰一点的飞行表演，注意后半段   \n",
       "1059         NIRGUN                                     歼20大象漫步近照   \n",
       "1061           同梓湖语                    美国《国家利益》：歼20开火距离比F22远100公里   \n",
       "1132       axman001                                    歼20到底有没有机炮   \n",
       "1197      ctphilips                               歼20这宽大的A柱挺挡视野的吧   \n",
       "1276            花千骨                                     歼20的侧蛋仓挂载   \n",
       "1371        永远喜欢055  扬基说歼20上的太行综合性能介于F110-GE-129与132之间，有后发优势也缺少积累   \n",
       "1405    chentianhua             看到微型空射诱饵干扰机(MALD-J)飞来，歼20／F22怎么办？   \n",
       "1411         一枝梅yzm                                歼20和F35，空战怎么打？   \n",
       "1440        ZDH1321                    歼20在18年金头盔0:108歼11b，消息可靠吗？   \n",
       "1444      wangbin瑟尔         为什么歼20和苏57都将主翼后掠角选择在48.5度左右，其实还是很有讲究的   \n",
       "1458        永远喜欢055                 歼20的机翼是三角翼还是梯形翼，这种机翼在哪方面性能突出?   \n",
       "1497       lixinghi                                   1:48歼20官方模型   \n",
       "1535       cszl1998                   关于空军当前的歼20装备规模＋产能爬坡时间点的简单看法   \n",
       "1548           坚守阵地                                        歼20机动性   \n",
       "1572           郑氏成功                   中越边境竖起一座高塔 覆盖周边400公里称能探测歼20   \n",
       "1610            KV8                                       这个是歼20不   \n",
       "1636          隐形大侦探            换个角度看歼20换ws10太行，太行涵道比  比AL-31FN大多了   \n",
       "1672    cshjh302703                                       歼20飞行视频   \n",
       "1677        永远喜欢055   台风军推6吨，挂两枚格斗弹半埋四枚中距弹能1.5马赫超音速巡航，歼20同情况军推要多大   \n",
       "1715        kang999                          从公开资料浅说歼20的截击战术和自身定位   \n",
       "1789           aptg         假如今年能流出涡扇15上歼20的测试照片的话，就能知道某个流言是否属实了。   \n",
       "1820       py430321                                     歼20机动性能分析   \n",
       "1888     tianmashan                           歼20上舰也可以，但必须要做的三大改变   \n",
       "2021    yangwansan1                                   列装部队的19架歼20   \n",
       "2039           海军总部                                  歼20战机弹舱全开照曝光   \n",
       "\n",
       "                  发表时间      访客   回复  \n",
       "21    2020-06-28 13:31   29400   92  \n",
       "28    2020-06-23 10:50   22770  179  \n",
       "80    2020-05-27 18:27   28890  165  \n",
       "131   2020-06-22 15:29   15936   85  \n",
       "151   2020-06-22 11:38   11040   74  \n",
       "202   2020-06-25 07:11    5022   21  \n",
       "209   2020-06-22 00:07    3594    3  \n",
       "220   2020-06-18 08:30   11652   52  \n",
       "236   2020-05-16 08:29   10224   59  \n",
       "390   2020-06-19 12:05   10122  114  \n",
       "409   2020-06-18 20:18   10224   58  \n",
       "521   2020-06-05 15:01   14712  137  \n",
       "577   2020-05-19 17:45   45822  278  \n",
       "584   2020-05-28 20:35   11754  137  \n",
       "585   2019-10-31 11:19   22668   78  \n",
       "624   2020-05-26 23:17   10836   51  \n",
       "677   2020-05-18 16:23    6450   78  \n",
       "717   2020-05-18 08:35   13794   90  \n",
       "719   2020-04-18 22:14   47556  556  \n",
       "804   2020-05-26 16:47    4512   10  \n",
       "809   2020-05-26 07:44   16362   58  \n",
       "1001  2020-04-18 02:16   25218   82  \n",
       "1037  2019-10-17 22:41   26952   81  \n",
       "1059  2020-04-17 16:39   29502   96  \n",
       "1061  2020-04-18 23:01    4818   16  \n",
       "1132  2019-11-04 16:27   21444  169  \n",
       "1197  2020-05-06 21:58   34908  146  \n",
       "1276  2020-04-01 22:49   15936   60  \n",
       "1371  2020-04-04 20:40   40926  220  \n",
       "1405  2018-07-05 23:11   16956  172  \n",
       "1411  2020-04-10 13:42    9612  141  \n",
       "1440  2020-03-18 12:50   21138  102  \n",
       "1444  2020-03-02 13:56   13794  168  \n",
       "1458  2020-03-28 02:11    3084   11  \n",
       "1497  2020-03-12 00:00   10224   41  \n",
       "1535  2020-03-12 19:04   15222  170  \n",
       "1548  2020-03-15 06:04   12774   56  \n",
       "1572  2020-03-17 09:33   26136  159  \n",
       "1610  2020-03-31 20:14    3798    4  \n",
       "1636  2020-03-16 21:53   12060   42  \n",
       "1672  2020-03-10 13:14    8082   22  \n",
       "1677  2020-03-09 15:15    6654   15  \n",
       "1715  2020-02-26 11:48    7572   59  \n",
       "1789  2020-03-08 17:07    7878    1  \n",
       "1820  2016-12-17 12:03  130176  884  \n",
       "1888  2020-01-22 13:59   13794  253  \n",
       "2021  2020-01-24 20:20  100902  292  \n",
       "2039  2020-02-16 07:26   31600   57  "
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_最终版[df_最终版[\"标题\"].str.contains(\"歼20\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
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       "      <th></th>\n",
       "      <th>楼主</th>\n",
       "      <th>标题</th>\n",
       "      <th>发表时间</th>\n",
       "      <th>访客</th>\n",
       "      <th>回复</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>北京富爷7343</td>\n",
       "      <td>歼11B换发照</td>\n",
       "      <td>2020-05-14 20:20</td>\n",
       "      <td>77580</td>\n",
       "      <td>306</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>番茄蛋饭2002</td>\n",
       "      <td>个人判断，涡扇15还没有上歼20试飞，而是在歼11B歼16试飞</td>\n",
       "      <td>2020-05-27 18:27</td>\n",
       "      <td>28890</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>463</th>\n",
       "      <td>woodface</td>\n",
       "      <td>为何空军选择了歼11B，而不是更先进战机？</td>\n",
       "      <td>2020-06-05 16:53</td>\n",
       "      <td>-</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>649</th>\n",
       "      <td>torres20190715</td>\n",
       "      <td>宁波出差，空中有疑似歼11B飞过</td>\n",
       "      <td>2020-05-31 23:26</td>\n",
       "      <td>1248</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>966</th>\n",
       "      <td>青海道行军总管</td>\n",
       "      <td>有老哥看看这几架歼11在珠峰哪一侧啊？？</td>\n",
       "      <td>2020-04-21 02:43</td>\n",
       "      <td>7164</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1370</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>歼11，空警500和轰6再次结拌绕台</td>\n",
       "      <td>2020-04-11 08:22</td>\n",
       "      <td>6654</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1440</th>\n",
       "      <td>ZDH1321</td>\n",
       "      <td>歼20在18年金头盔0:108歼11b，消息可靠吗？</td>\n",
       "      <td>2020-03-18 12:50</td>\n",
       "      <td>21138</td>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1654</th>\n",
       "      <td>民间情报专家</td>\n",
       "      <td>伊德利普的战争充分表明我观点的正确性！停止生产歼16改生产歼11d是正途</td>\n",
       "      <td>2020-03-03 20:48</td>\n",
       "      <td>25320</td>\n",
       "      <td>279</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1793</th>\n",
       "      <td>lmp21cn</td>\n",
       "      <td>请不要说歼16和歼11D是最强苏27了</td>\n",
       "      <td>2020-03-04 02:35</td>\n",
       "      <td>30828</td>\n",
       "      <td>318</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1885</th>\n",
       "      <td>liweiliv</td>\n",
       "      <td>北部战区4架歼11空战演练 红方战机冒进被\"击落\"</td>\n",
       "      <td>2020-02-26 10:07</td>\n",
       "      <td>1962</td>\n",
       "      <td>4</td>\n",
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      "text/plain": [
       "                  楼主                                    标题              发表时间  \\\n",
       "48          北京富爷7343                               歼11B换发照  2020-05-14 20:20   \n",
       "80          番茄蛋饭2002       个人判断，涡扇15还没有上歼20试飞，而是在歼11B歼16试飞  2020-05-27 18:27   \n",
       "463         woodface                 为何空军选择了歼11B，而不是更先进战机？  2020-06-05 16:53   \n",
       "649   torres20190715                      宁波出差，空中有疑似歼11B飞过  2020-05-31 23:26   \n",
       "966          青海道行军总管                  有老哥看看这几架歼11在珠峰哪一侧啊？？  2020-04-21 02:43   \n",
       "1370         xcl9905                    歼11，空警500和轰6再次结拌绕台  2020-04-11 08:22   \n",
       "1440         ZDH1321            歼20在18年金头盔0:108歼11b，消息可靠吗？  2020-03-18 12:50   \n",
       "1654          民间情报专家  伊德利普的战争充分表明我观点的正确性！停止生产歼16改生产歼11d是正途  2020-03-03 20:48   \n",
       "1793         lmp21cn                   请不要说歼16和歼11D是最强苏27了  2020-03-04 02:35   \n",
       "1885        liweiliv             北部战区4架歼11空战演练 红方战机冒进被\"击落\"  2020-02-26 10:07   \n",
       "\n",
       "         访客   回复  \n",
       "48    77580  306  \n",
       "80    28890  165  \n",
       "463       -    -  \n",
       "649    1248    0  \n",
       "966    7164   21  \n",
       "1370   6654   25  \n",
       "1440  21138  102  \n",
       "1654  25320  279  \n",
       "1793  30828  318  \n",
       "1885   1962    4  "
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     "execution_count": 59,
     "metadata": {},
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   ],
   "source": [
    "df_最终版[df_最终版[\"标题\"].str.contains(\"歼11\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {
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   "outputs": [
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       "  <tbody>\n",
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       "      <th>80</th>\n",
       "      <td>番茄蛋饭2002</td>\n",
       "      <td>个人判断，涡扇15还没有上歼20试飞，而是在歼11B歼16试飞</td>\n",
       "      <td>2020-05-27 18:27</td>\n",
       "      <td>28890</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>wuxi757</td>\n",
       "      <td>我们的歼16电子战机有这么强吗？</td>\n",
       "      <td>2020-06-27 18:29</td>\n",
       "      <td>16650</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>重感情的人</td>\n",
       "      <td>问个问题，咱们自己研制的歼16可以出口吗？</td>\n",
       "      <td>2020-06-27 09:41</td>\n",
       "      <td>10122</td>\n",
       "      <td>115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>慑敌利刃寒气逼人！解放军歼16四机编队利刃出鞘</td>\n",
       "      <td>2020-06-20 13:52</td>\n",
       "      <td>10020</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>571</th>\n",
       "      <td>周淼Er1c</td>\n",
       "      <td>歼16的载弹量问题</td>\n",
       "      <td>2020-05-20 11:26</td>\n",
       "      <td>7062</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>584</th>\n",
       "      <td>山人五四</td>\n",
       "      <td>2架歼20+4架歼16，能有效防御4架歼20的战术进攻吗？</td>\n",
       "      <td>2020-05-28 20:35</td>\n",
       "      <td>11754</td>\n",
       "      <td>137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808</th>\n",
       "      <td>CVN80企业号</td>\n",
       "      <td>带加油管的歼16</td>\n",
       "      <td>2020-05-24 20:10</td>\n",
       "      <td>11040</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>813</th>\n",
       "      <td>新兵蛋子051C</td>\n",
       "      <td>2020年军费预算出来了！增长了6.6%！还能多造一些歼16和歼10C！</td>\n",
       "      <td>2020-05-22 12:52</td>\n",
       "      <td>35724</td>\n",
       "      <td>106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>921</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>歼16后舱视角真酷炫</td>\n",
       "      <td>2020-05-18 11:14</td>\n",
       "      <td>21750</td>\n",
       "      <td>75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1003</th>\n",
       "      <td>1975中士</td>\n",
       "      <td>歼16四代机能否用到2060-70s??</td>\n",
       "      <td>2020-05-06 18:27</td>\n",
       "      <td>5022</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1283</th>\n",
       "      <td>隐形大侦探</td>\n",
       "      <td>我空军官宣大片：歼-20、歼16、苏30mkk与教-10教练机首次同框</td>\n",
       "      <td>2020-03-10 15:40</td>\n",
       "      <td>19608</td>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1654</th>\n",
       "      <td>民间情报专家</td>\n",
       "      <td>伊德利普的战争充分表明我观点的正确性！停止生产歼16改生产歼11d是正途</td>\n",
       "      <td>2020-03-03 20:48</td>\n",
       "      <td>25320</td>\n",
       "      <td>279</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1793</th>\n",
       "      <td>lmp21cn</td>\n",
       "      <td>请不要说歼16和歼11D是最强苏27了</td>\n",
       "      <td>2020-03-04 02:35</td>\n",
       "      <td>30828</td>\n",
       "      <td>318</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1881</th>\n",
       "      <td>lmp21cn</td>\n",
       "      <td>苏35机头是不是比歼16等其他苏27系列飞机下倾？</td>\n",
       "      <td>2020-02-26 16:01</td>\n",
       "      <td>940</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2034</th>\n",
       "      <td>已注册VIP会员</td>\n",
       "      <td>这是白头歼16？</td>\n",
       "      <td>2020-02-23 14:14</td>\n",
       "      <td>14304</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
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      ],
      "text/plain": [
       "            楼主                                    标题              发表时间     访客  \\\n",
       "80    番茄蛋饭2002       个人判断，涡扇15还没有上歼20试飞，而是在歼11B歼16试飞  2020-05-27 18:27  28890   \n",
       "93     wuxi757                      我们的歼16电子战机有这么强吗？  2020-06-27 18:29  16650   \n",
       "107      重感情的人                 问个问题，咱们自己研制的歼16可以出口吗？  2020-06-27 09:41  10122   \n",
       "228       海军总部               慑敌利刃寒气逼人！解放军歼16四机编队利刃出鞘  2020-06-20 13:52  10020   \n",
       "571     周淼Er1c                             歼16的载弹量问题  2020-05-20 11:26   7062   \n",
       "584       山人五四         2架歼20+4架歼16，能有效防御4架歼20的战术进攻吗？  2020-05-28 20:35  11754   \n",
       "808   CVN80企业号                              带加油管的歼16  2020-05-24 20:10  11040   \n",
       "813   新兵蛋子051C  2020年军费预算出来了！增长了6.6%！还能多造一些歼16和歼10C！  2020-05-22 12:52  35724   \n",
       "921       海军总部                            歼16后舱视角真酷炫  2020-05-18 11:14  21750   \n",
       "1003    1975中士                  歼16四代机能否用到2060-70s??  2020-05-06 18:27   5022   \n",
       "1283     隐形大侦探   我空军官宣大片：歼-20、歼16、苏30mkk与教-10教练机首次同框  2020-03-10 15:40  19608   \n",
       "1654    民间情报专家  伊德利普的战争充分表明我观点的正确性！停止生产歼16改生产歼11d是正途  2020-03-03 20:48  25320   \n",
       "1793   lmp21cn                   请不要说歼16和歼11D是最强苏27了  2020-03-04 02:35  30828   \n",
       "1881   lmp21cn             苏35机头是不是比歼16等其他苏27系列飞机下倾？  2020-02-26 16:01    940   \n",
       "2034  已注册VIP会员                              这是白头歼16？  2020-02-23 14:14  14304   \n",
       "\n",
       "       回复  \n",
       "80    165  \n",
       "93     70  \n",
       "107   115  \n",
       "228     0  \n",
       "571    33  \n",
       "584   137  \n",
       "808    42  \n",
       "813   106  \n",
       "921    75  \n",
       "1003   48  \n",
       "1283  103  \n",
       "1654  279  \n",
       "1793  318  \n",
       "1881    2  \n",
       "2034   67  "
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_最终版[df_最终版[\"标题\"].str.contains(\"歼16\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>楼主</th>\n",
       "      <th>标题</th>\n",
       "      <th>发表时间</th>\n",
       "      <th>访客</th>\n",
       "      <th>回复</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1031</th>\n",
       "      <td>caster5</td>\n",
       "      <td>苏联时期的空军苏27战机视频</td>\n",
       "      <td>2020-04-20 22:43</td>\n",
       "      <td>576</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1109</th>\n",
       "      <td>gansiriben2019</td>\n",
       "      <td>最近话题少，还是继续讨论俄罗斯的苏27吧</td>\n",
       "      <td>2020-04-16 21:45</td>\n",
       "      <td>2064</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1321</th>\n",
       "      <td>sunmingchi</td>\n",
       "      <td>俄军苏27战机坠入大海，2天后发现飞行员遗体，求救信号曾被北约切断</td>\n",
       "      <td>2020-03-31 09:06</td>\n",
       "      <td>18996</td>\n",
       "      <td>124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1492</th>\n",
       "      <td>wangbin瑟尔</td>\n",
       "      <td>发张截图，苏27的大航程果真不是白给的，亚音速升阻比目前没发现可匹敌的</td>\n",
       "      <td>2020-02-29 20:05</td>\n",
       "      <td>17874</td>\n",
       "      <td>99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1578</th>\n",
       "      <td>1916213501</td>\n",
       "      <td>能否在苏27基础上缩小百10%的机体，填平进气道、改菱形机头设计一款四代机？</td>\n",
       "      <td>2020-03-19 13:33</td>\n",
       "      <td>3900</td>\n",
       "      <td>56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1596</th>\n",
       "      <td>浪客行</td>\n",
       "      <td>李中华披露2015年苏27对决鹰狮内情：中近距有优势，超视距被吊打</td>\n",
       "      <td>2020-03-16 20:38</td>\n",
       "      <td>27156</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1793</th>\n",
       "      <td>lmp21cn</td>\n",
       "      <td>请不要说歼16和歼11D是最强苏27了</td>\n",
       "      <td>2020-03-04 02:35</td>\n",
       "      <td>30828</td>\n",
       "      <td>318</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1881</th>\n",
       "      <td>lmp21cn</td>\n",
       "      <td>苏35机头是不是比歼16等其他苏27系列飞机下倾？</td>\n",
       "      <td>2020-02-26 16:01</td>\n",
       "      <td>940</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  楼主                                      标题  \\\n",
       "1031         caster5                          苏联时期的空军苏27战机视频   \n",
       "1109  gansiriben2019                    最近话题少，还是继续讨论俄罗斯的苏27吧   \n",
       "1321      sunmingchi       俄军苏27战机坠入大海，2天后发现飞行员遗体，求救信号曾被北约切断   \n",
       "1492       wangbin瑟尔     发张截图，苏27的大航程果真不是白给的，亚音速升阻比目前没发现可匹敌的   \n",
       "1578      1916213501  能否在苏27基础上缩小百10%的机体，填平进气道、改菱形机头设计一款四代机？   \n",
       "1596             浪客行       李中华披露2015年苏27对决鹰狮内情：中近距有优势，超视距被吊打   \n",
       "1793         lmp21cn                     请不要说歼16和歼11D是最强苏27了   \n",
       "1881         lmp21cn               苏35机头是不是比歼16等其他苏27系列飞机下倾？   \n",
       "\n",
       "                  发表时间     访客   回复  \n",
       "1031  2020-04-20 22:43    576    0  \n",
       "1109  2020-04-16 21:45   2064   14  \n",
       "1321  2020-03-31 09:06  18996  124  \n",
       "1492  2020-02-29 20:05  17874   99  \n",
       "1578  2020-03-19 13:33   3900   56  \n",
       "1596  2020-03-16 20:38  27156  220  \n",
       "1793  2020-03-04 02:35  30828  318  \n",
       "1881  2020-02-26 16:01    940    2  "
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_最终版[df_最终版[\"标题\"].str.contains(\"苏27\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
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       "      <th>480</th>\n",
       "      <td>老鸭子71</td>\n",
       "      <td>霹雳空空导弹翻译成英文是什么意思？</td>\n",
       "      <td>2020-06-03 15:21</td>\n",
       "      <td>3798</td>\n",
       "      <td>28</td>\n",
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       "      <td>gansiriben2019</td>\n",
       "      <td>霹雳15空空导弹性能比美国的AIM-120D如何</td>\n",
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       "      <td>25830</td>\n",
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       "      <th>1605</th>\n",
       "      <td>cder_dz4svby5</td>\n",
       "      <td>意大利送给中国的霹雳11导弹还是主力装备，这玩意现在是不是可以扔了？</td>\n",
       "      <td>2020-03-16 23:15</td>\n",
       "      <td>22974</td>\n",
       "      <td>109</td>\n",
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       "    <tr>\n",
       "      <th>1643</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>委内瑞拉空军曝光中国造霹雳5E导弹</td>\n",
       "      <td>2020-03-08 18:18</td>\n",
       "      <td>18486</td>\n",
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       "                  楼主                                  标题              发表时间  \\\n",
       "480            老鸭子71                   霹雳空空导弹翻译成英文是什么意思？  2020-06-03 15:21   \n",
       "1521  gansiriben2019            霹雳15空空导弹性能比美国的AIM-120D如何  2020-03-10 15:40   \n",
       "1605   cder_dz4svby5  意大利送给中国的霹雳11导弹还是主力装备，这玩意现在是不是可以扔了？  2020-03-16 23:15   \n",
       "1643            海军总部                   委内瑞拉空军曝光中国造霹雳5E导弹  2020-03-08 18:18   \n",
       "\n",
       "         访客   回复  \n",
       "480    3798   28  \n",
       "1521  25830  210  \n",
       "1605  22974  109  \n",
       "1643  18486   16  "
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>米格-21</td>\n",
       "      <td>现代先进机载红外探测跟踪设备能否为中距空空导弹的发射获取目标数据</td>\n",
       "      <td>2020-03-21 02:43</td>\n",
       "      <td>3696</td>\n",
       "      <td>65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>caster5</td>\n",
       "      <td>高速摄影下，空空导弹延时点火。</td>\n",
       "      <td>2020-06-13 00:06</td>\n",
       "      <td>14304</td>\n",
       "      <td>62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>狗熊二</td>\n",
       "      <td>流星空空导弹是不是可以做到全程有动力。</td>\n",
       "      <td>2020-06-10 08:36</td>\n",
       "      <td>4716</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>米格-21</td>\n",
       "      <td>今后空战中会不会出现本机已发现空空导弹来袭却一直没有发现敌机的情况？</td>\n",
       "      <td>2020-06-11 01:25</td>\n",
       "      <td>4512</td>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>480</th>\n",
       "      <td>老鸭子71</td>\n",
       "      <td>霹雳空空导弹翻译成英文是什么意思？</td>\n",
       "      <td>2020-06-03 15:21</td>\n",
       "      <td>3798</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>763</th>\n",
       "      <td>尘世游人</td>\n",
       "      <td>美国传说中的AIM120D空空导弹是假的？？</td>\n",
       "      <td>2019-11-27 12:46</td>\n",
       "      <td>22974</td>\n",
       "      <td>116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>800</th>\n",
       "      <td>andreigmail</td>\n",
       "      <td>能否开发新式中程空空导弹</td>\n",
       "      <td>2020-05-18 13:16</td>\n",
       "      <td>2268</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1216</th>\n",
       "      <td>zzz989</td>\n",
       "      <td>毛子RVV-BD远程空空导弹真容</td>\n",
       "      <td>2020-04-16 06:51</td>\n",
       "      <td>16242</td>\n",
       "      <td>114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1413</th>\n",
       "      <td>一枝梅yzm</td>\n",
       "      <td>隐身战斗机如何摆脱空空导弹的攻击？</td>\n",
       "      <td>2020-04-12 18:49</td>\n",
       "      <td>1656</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1521</th>\n",
       "      <td>gansiriben2019</td>\n",
       "      <td>霹雳15空空导弹性能比美国的AIM-120D如何</td>\n",
       "      <td>2020-03-10 15:40</td>\n",
       "      <td>25830</td>\n",
       "      <td>210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1568</th>\n",
       "      <td>米格-21</td>\n",
       "      <td>半主动雷达制导空空导弹今后是否将被彻底淘汰？</td>\n",
       "      <td>2018-12-05 21:07</td>\n",
       "      <td>5532</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1650</th>\n",
       "      <td>zzz989</td>\n",
       "      <td>印度近期购买和测试的俄罗斯空空导弹型号及射程（单位:公里）</td>\n",
       "      <td>2020-03-03 20:56</td>\n",
       "      <td>3084</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1741</th>\n",
       "      <td>山人五四</td>\n",
       "      <td>讨论空空导弹小型化的技术路径</td>\n",
       "      <td>2019-12-04 18:11</td>\n",
       "      <td>2268</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  楼主                                  标题              发表时间  \\\n",
       "17             米格-21    现代先进机载红外探测跟踪设备能否为中距空空导弹的发射获取目标数据  2020-03-21 02:43   \n",
       "155          caster5                     高速摄影下，空空导弹延时点火。  2020-06-13 00:06   \n",
       "315              狗熊二                 流星空空导弹是不是可以做到全程有动力。  2020-06-10 08:36   \n",
       "363            米格-21  今后空战中会不会出现本机已发现空空导弹来袭却一直没有发现敌机的情况？  2020-06-11 01:25   \n",
       "480            老鸭子71                   霹雳空空导弹翻译成英文是什么意思？  2020-06-03 15:21   \n",
       "763             尘世游人              美国传说中的AIM120D空空导弹是假的？？  2019-11-27 12:46   \n",
       "800      andreigmail                        能否开发新式中程空空导弹  2020-05-18 13:16   \n",
       "1216          zzz989                    毛子RVV-BD远程空空导弹真容  2020-04-16 06:51   \n",
       "1413          一枝梅yzm                   隐身战斗机如何摆脱空空导弹的攻击？  2020-04-12 18:49   \n",
       "1521  gansiriben2019            霹雳15空空导弹性能比美国的AIM-120D如何  2020-03-10 15:40   \n",
       "1568           米格-21              半主动雷达制导空空导弹今后是否将被彻底淘汰？  2018-12-05 21:07   \n",
       "1650          zzz989       印度近期购买和测试的俄罗斯空空导弹型号及射程（单位:公里）  2020-03-03 20:56   \n",
       "1741            山人五四                      讨论空空导弹小型化的技术路径  2019-12-04 18:11   \n",
       "\n",
       "         访客   回复  \n",
       "17     3696   65  \n",
       "155   14304   62  \n",
       "315    4716   36  \n",
       "363    4512   43  \n",
       "480    3798   28  \n",
       "763   22974  116  \n",
       "800    2268   17  \n",
       "1216  16242  114  \n",
       "1413   1656   16  \n",
       "1521  25830  210  \n",
       "1568   5532   64  \n",
       "1650   3084   16  \n",
       "1741   2268   19  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"霹雳\")])\n",
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"pl\")])\n",
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"空空导弹\")])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {
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       "      <th>6</th>\n",
       "      <td>soulvici</td>\n",
       "      <td>三哥买的阵风将于7月27日首批6架到货</td>\n",
       "      <td>2020-06-29 17:16</td>\n",
       "      <td>10020</td>\n",
       "      <td>117</td>\n",
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       "      <th>212</th>\n",
       "      <td>055型178桂林舰</td>\n",
       "      <td>法国航母上的阵风《多图慎入》</td>\n",
       "      <td>2020-06-12 00:15</td>\n",
       "      <td>11142</td>\n",
       "      <td>77</td>\n",
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       "      <td>2020-05-31 23:56</td>\n",
       "      <td>22464</td>\n",
       "      <td>215</td>\n",
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       "      <th>577</th>\n",
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       "      <td>歼20对对付印度阵风应是单方面屠杀</td>\n",
       "      <td>2020-05-19 17:45</td>\n",
       "      <td>45822</td>\n",
       "      <td>278</td>\n",
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       "      <th>943</th>\n",
       "      <td>tianya2088</td>\n",
       "      <td>首批4架阵风战机将于7月底抵达印度，印度将获得对中巴的空中优势</td>\n",
       "      <td>2020-05-16 10:43</td>\n",
       "      <td>21138</td>\n",
       "      <td>140</td>\n",
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       "      <td>caster5</td>\n",
       "      <td>阵风和阿尔法同框，构图简洁。</td>\n",
       "      <td>2020-04-11 21:15</td>\n",
       "      <td>6756</td>\n",
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       "      <td>2020-03-04 13:21</td>\n",
       "      <td>8898</td>\n",
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       "      <td>2020-02-28 11:54</td>\n",
       "      <td>4512</td>\n",
       "      <td>44</td>\n",
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       "      <td>dadaking</td>\n",
       "      <td>印度空军阵风战机的机载语音控制系统无法正确识别印度飞行员发出的英语指令</td>\n",
       "      <td>2020-02-26 15:34</td>\n",
       "      <td>6042</td>\n",
       "      <td>68</td>\n",
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       "      <th>1927</th>\n",
       "      <td>gansiriben2019</td>\n",
       "      <td>印度买的法国阵风咋那么贵</td>\n",
       "      <td>2020-02-26 21:25</td>\n",
       "      <td>9918</td>\n",
       "      <td>151</td>\n",
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       "      <th>1951</th>\n",
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       "      <td>2020-02-24 14:36</td>\n",
       "      <td>4614</td>\n",
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       "                  楼主                                       标题  \\\n",
       "6           soulvici                      三哥买的阵风将于7月27日首批6架到货   \n",
       "212       055型178桂林舰                           法国航母上的阵风《多图慎入》   \n",
       "309            和谐电3D              其实如果认真起来研究，三哥空军恐怕也就那点阵风有战斗力   \n",
       "577             飞龙宝宝                        歼20对对付印度阵风应是单方面屠杀   \n",
       "943       tianya2088          首批4架阵风战机将于7月底抵达印度，印度将获得对中巴的空中优势   \n",
       "1418         caster5                           阵风和阿尔法同框，构图简洁。   \n",
       "1676           发烧友SD                               关于阵风战斗机的问题   \n",
       "1842            aptg    印度的苏30mki、a50ei、ERJ-145、阵风能在一个体系内作战吗？   \n",
       "1913        dadaking      印度空军阵风战机的机载语音控制系统无法正确识别印度飞行员发出的英语指令   \n",
       "1927  gansiriben2019                             印度买的法国阵风咋那么贵   \n",
       "1951           隐形大侦探  争夺印度舰载机订单 波音研制滑跃版“超级大黄蜂” VS法国阵风M舰载机虎视眈眈   \n",
       "\n",
       "                  发表时间     访客   回复  \n",
       "6     2020-06-29 17:16  10020  117  \n",
       "212   2020-06-12 00:15  11142   77  \n",
       "309   2020-05-31 23:56  22464  215  \n",
       "577   2020-05-19 17:45  45822  278  \n",
       "943   2020-05-16 10:43  21138  140  \n",
       "1418  2020-04-11 21:15   6756   19  \n",
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       "1913  2020-02-26 15:34   6042   68  \n",
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       "      <td>LeeTang</td>\n",
       "      <td>隔壁论文证明，歼20/F22战力远超F35</td>\n",
       "      <td>2020-06-23 10:50</td>\n",
       "      <td>22770</td>\n",
       "      <td>179</td>\n",
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       "      <th>119</th>\n",
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       "      <td>鹰酱的F22破相了，不知撞到什么东西了。</td>\n",
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       "      <td>15834</td>\n",
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       "      <td>16</td>\n",
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       "      <th>430</th>\n",
       "      <td>使者龙</td>\n",
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       "      <td>2020-05-21 07:32</td>\n",
       "      <td>15324</td>\n",
       "      <td>150</td>\n",
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       "      <th>670</th>\n",
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       "      <td>10122</td>\n",
       "      <td>84</td>\n",
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       "      <th>675</th>\n",
       "      <td>wjh8848</td>\n",
       "      <td>我们空军，海军航空兵和F35,F22有没有遭遇过?</td>\n",
       "      <td>2020-05-22 16:16</td>\n",
       "      <td>2472</td>\n",
       "      <td>7</td>\n",
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       "    <tr>\n",
       "      <th>705</th>\n",
       "      <td>wangbin瑟尔</td>\n",
       "      <td>F22很容易被机炮干掉，吊打台风，脚踢塑料虫，法鸡飞行员都这么有自信吗？</td>\n",
       "      <td>2020-05-18 23:43</td>\n",
       "      <td>17262</td>\n",
       "      <td>358</td>\n",
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       "    <tr>\n",
       "      <th>719</th>\n",
       "      <td>wangbin瑟尔</td>\n",
       "      <td>不要再说歼20推力不足了，即使用太行改，推重比也不比F22差</td>\n",
       "      <td>2020-04-18 22:14</td>\n",
       "      <td>47556</td>\n",
       "      <td>556</td>\n",
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       "    <tr>\n",
       "      <th>804</th>\n",
       "      <td>迎来一个个早晨</td>\n",
       "      <td>F22歼20苏57尺寸图</td>\n",
       "      <td>2020-05-26 16:47</td>\n",
       "      <td>4512</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>887</th>\n",
       "      <td>拖你走</td>\n",
       "      <td>委内瑞拉军队用中国反隐雷达发现美军F22</td>\n",
       "      <td>2020-05-14 20:09</td>\n",
       "      <td>13206</td>\n",
       "      <td>45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>925</th>\n",
       "      <td>Longly1314</td>\n",
       "      <td>JF20项目成功的几率有多大？会不会成为继枭龙之后的又一款外贸畅销鸡？</td>\n",
       "      <td>2020-04-04 06:55</td>\n",
       "      <td>21954</td>\n",
       "      <td>138</td>\n",
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       "    <tr>\n",
       "      <th>932</th>\n",
       "      <td>抗中主力认怂党</td>\n",
       "      <td>F22战机训练中坠毁 美媒:库存仅183架 影响重大</td>\n",
       "      <td>2020-05-16 10:33</td>\n",
       "      <td>17058</td>\n",
       "      <td>117</td>\n",
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       "    <tr>\n",
       "      <th>934</th>\n",
       "      <td>kgbyq17</td>\n",
       "      <td>就F22被加勒比国家雷达发现想到的</td>\n",
       "      <td>2020-05-19 15:19</td>\n",
       "      <td>4002</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1061</th>\n",
       "      <td>同梓湖语</td>\n",
       "      <td>美国《国家利益》：歼20开火距离比F22远100公里</td>\n",
       "      <td>2020-04-18 23:01</td>\n",
       "      <td>4818</td>\n",
       "      <td>16</td>\n",
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       "    <tr>\n",
       "      <th>1117</th>\n",
       "      <td>自行电磁炮</td>\n",
       "      <td>F22会不会在10年内退役？</td>\n",
       "      <td>2020-04-13 14:30</td>\n",
       "      <td>6960</td>\n",
       "      <td>77</td>\n",
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       "      <th>1144</th>\n",
       "      <td>我很年轻</td>\n",
       "      <td>SU57和F22，是不是美苏战机史上差距最大的一代？</td>\n",
       "      <td>2019-12-10 22:40</td>\n",
       "      <td>28788</td>\n",
       "      <td>205</td>\n",
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       "    <tr>\n",
       "      <th>1205</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>26架F22打头阵！疫情期间美军又玩大象漫步秀肌肉</td>\n",
       "      <td>2020-05-07 10:41</td>\n",
       "      <td>5022</td>\n",
       "      <td>27</td>\n",
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       "    <tr>\n",
       "      <th>1405</th>\n",
       "      <td>chentianhua</td>\n",
       "      <td>看到微型空射诱饵干扰机(MALD-J)飞来，歼20／F22怎么办？</td>\n",
       "      <td>2018-07-05 23:11</td>\n",
       "      <td>16956</td>\n",
       "      <td>172</td>\n",
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       "      <th>1490</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>如果这样，S一22扇平TVC喷口不是比F22还早？</td>\n",
       "      <td>2020-03-15 22:44</td>\n",
       "      <td>2370</td>\n",
       "      <td>12</td>\n",
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       "      <th>1501</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>F22伴飞图142巡航</td>\n",
       "      <td>2020-03-13 12:07</td>\n",
       "      <td>5838</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1851</th>\n",
       "      <td>一枝梅yzm</td>\n",
       "      <td>北航大武哲教授PPT：F22的前向RCS 0.05</td>\n",
       "      <td>2020-02-20 17:53</td>\n",
       "      <td>15732</td>\n",
       "      <td>109</td>\n",
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       "               楼主                                    标题              发表时间  \\\n",
       "28        LeeTang                 隔壁论文证明，歼20/F22战力远超F35  2020-06-23 10:50   \n",
       "119       caster5                  鹰酱的F22破相了，不知撞到什么东西了。  2020-06-26 00:10   \n",
       "336       caster5                         鬼子F2的“野兽模式”挂载  2020-06-17 23:50   \n",
       "430           使者龙                          F22是怎么做落叶飘的？  2020-05-21 07:32   \n",
       "670           l55                      为何长期以来没有为F22装备头显  2020-01-05 13:57   \n",
       "675       wjh8848             我们空军，海军航空兵和F35,F22有没有遭遇过?  2020-05-22 16:16   \n",
       "705     wangbin瑟尔  F22很容易被机炮干掉，吊打台风，脚踢塑料虫，法鸡飞行员都这么有自信吗？  2020-05-18 23:43   \n",
       "719     wangbin瑟尔        不要再说歼20推力不足了，即使用太行改，推重比也不比F22差  2020-04-18 22:14   \n",
       "804       迎来一个个早晨                          F22歼20苏57尺寸图  2020-05-26 16:47   \n",
       "887           拖你走                  委内瑞拉军队用中国反隐雷达发现美军F22  2020-05-14 20:09   \n",
       "925    Longly1314   JF20项目成功的几率有多大？会不会成为继枭龙之后的又一款外贸畅销鸡？  2020-04-04 06:55   \n",
       "932       抗中主力认怂党            F22战机训练中坠毁 美媒:库存仅183架 影响重大  2020-05-16 10:33   \n",
       "934       kgbyq17                     就F22被加勒比国家雷达发现想到的  2020-05-19 15:19   \n",
       "1061         同梓湖语            美国《国家利益》：歼20开火距离比F22远100公里  2020-04-18 23:01   \n",
       "1117        自行电磁炮                        F22会不会在10年内退役？  2020-04-13 14:30   \n",
       "1144         我很年轻            SU57和F22，是不是美苏战机史上差距最大的一代？  2019-12-10 22:40   \n",
       "1205         海军总部             26架F22打头阵！疫情期间美军又玩大象漫步秀肌肉  2020-05-07 10:41   \n",
       "1405  chentianhua     看到微型空射诱饵干扰机(MALD-J)飞来，歼20／F22怎么办？  2018-07-05 23:11   \n",
       "1490      xcl9905             如果这样，S一22扇平TVC喷口不是比F22还早？  2020-03-15 22:44   \n",
       "1501         海军总部                           F22伴飞图142巡航  2020-03-13 12:07   \n",
       "1851       一枝梅yzm             北航大武哲教授PPT：F22的前向RCS 0.05  2020-02-20 17:53   \n",
       "\n",
       "         访客   回复  \n",
       "28    22770  179  \n",
       "119   15834   53  \n",
       "336    4308   16  \n",
       "430   15324  150  \n",
       "670   10122   84  \n",
       "675    2472    7  \n",
       "705   17262  358  \n",
       "719   47556  556  \n",
       "804    4512   10  \n",
       "887   13206   45  \n",
       "925   21954  138  \n",
       "932   17058  117  \n",
       "934    4002   12  \n",
       "1061   4818   16  \n",
       "1117   6960   77  \n",
       "1144  28788  205  \n",
       "1205   5022   27  \n",
       "1405  16956  172  \n",
       "1490   2370   12  \n",
       "1501   5838   21  \n",
       "1851  15732  109  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>楼主</th>\n",
       "      <th>标题</th>\n",
       "      <th>发表时间</th>\n",
       "      <th>访客</th>\n",
       "      <th>回复</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>配合公差</td>\n",
       "      <td>F14超级熊猫成功服役的话会是最强三代机吗</td>\n",
       "      <td>2020-06-25 21:02</td>\n",
       "      <td>11856</td>\n",
       "      <td>173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1056</th>\n",
       "      <td>武器小站</td>\n",
       "      <td>三代机的伟大探索:F14战机退役多年人气依然不减当年，在军迷心中的地位无法撼动！</td>\n",
       "      <td>2020-03-20 16:59</td>\n",
       "      <td>9306</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1293</th>\n",
       "      <td>hanxiao1985217</td>\n",
       "      <td>探讨一下F14战斗机HUD导弹瞄准符号</td>\n",
       "      <td>2020-03-18 15:35</td>\n",
       "      <td>3492</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1519</th>\n",
       "      <td>hanxiao1985217</td>\n",
       "      <td>由F14 HUD锁定标志进一步探讨国内外空战训练模拟发射导弹机制</td>\n",
       "      <td>2020-03-18 20:47</td>\n",
       "      <td>2370</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  楼主                                        标题  \\\n",
       "112             配合公差                     F14超级熊猫成功服役的话会是最强三代机吗   \n",
       "1056            武器小站  三代机的伟大探索:F14战机退役多年人气依然不减当年，在军迷心中的地位无法撼动！   \n",
       "1293  hanxiao1985217                       探讨一下F14战斗机HUD导弹瞄准符号   \n",
       "1519  hanxiao1985217          由F14 HUD锁定标志进一步探讨国内外空战训练模拟发射导弹机制   \n",
       "\n",
       "                  发表时间     访客   回复  \n",
       "112   2020-06-25 21:02  11856  173  \n",
       "1056  2020-03-20 16:59   9306   70  \n",
       "1293  2020-03-18 15:35   3492   28  \n",
       "1519  2020-03-18 20:47   2370   60  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"阵风\")])\n",
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"水牛\")])\n",
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"F2\")])\n",
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"F14\")])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>楼主</th>\n",
       "      <th>标题</th>\n",
       "      <th>发表时间</th>\n",
       "      <th>访客</th>\n",
       "      <th>回复</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>a660</td>\n",
       "      <td>韩国的kf-x战机是不是抢f15沉默鹰生意？</td>\n",
       "      <td>2020-06-16 12:02</td>\n",
       "      <td>2778</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       楼主                      标题              发表时间    访客  回复\n",
       "256  a660  韩国的kf-x战机是不是抢f15沉默鹰生意？  2020-06-16 12:02  2778  27"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>楼主</th>\n",
       "      <th>标题</th>\n",
       "      <th>发表时间</th>\n",
       "      <th>访客</th>\n",
       "      <th>回复</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>kenla2</td>\n",
       "      <td>一架美国F15战机在英格兰约克郡海岸北部坠机 搜救行动正在开展中</td>\n",
       "      <td>2020-06-15 18:22</td>\n",
       "      <td>2982</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>795</th>\n",
       "      <td>愚哉子安</td>\n",
       "      <td>关于F15的一个速度限制</td>\n",
       "      <td>2020-05-26 23:02</td>\n",
       "      <td>2370</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1222</th>\n",
       "      <td>duncan0819</td>\n",
       "      <td>本地国民警卫队出动了4架F15向医护致敬</td>\n",
       "      <td>2020-05-07 07:52</td>\n",
       "      <td>4002</td>\n",
       "      <td>39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1750</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>俄超视距雷达发现F35，问题是，它是怎么判断是F35而不是F15，真能分辨外形吗？</td>\n",
       "      <td>2020-01-24 21:16</td>\n",
       "      <td>8694</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              楼主                                         标题              发表时间  \\\n",
       "281       kenla2           一架美国F15战机在英格兰约克郡海岸北部坠机 搜救行动正在开展中  2020-06-15 18:22   \n",
       "795         愚哉子安                               关于F15的一个速度限制  2020-05-26 23:02   \n",
       "1222  duncan0819                       本地国民警卫队出动了4架F15向医护致敬  2020-05-07 07:52   \n",
       "1750     xcl9905  俄超视距雷达发现F35，问题是，它是怎么判断是F35而不是F15，真能分辨外形吗？  2020-01-24 21:16   \n",
       "\n",
       "        访客  回复  \n",
       "281   2982  21  \n",
       "795   2370  27  \n",
       "1222  4002  39  \n",
       "1750  8694  50  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>楼主</th>\n",
       "      <th>标题</th>\n",
       "      <th>发表时间</th>\n",
       "      <th>访客</th>\n",
       "      <th>回复</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Spurs21</td>\n",
       "      <td>请教F-15各个系列的装备情况</td>\n",
       "      <td>2020-06-25 17:31</td>\n",
       "      <td>2166</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>祝融星</td>\n",
       "      <td>美军坠海F-15战斗机残骸已被寻获 飞行员身亡</td>\n",
       "      <td>2020-06-17 07:41</td>\n",
       "      <td>7776</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>410</th>\n",
       "      <td>悍马骑士</td>\n",
       "      <td>F-15E被认证为首架挂载B61-12新型核弹的战机</td>\n",
       "      <td>2020-06-09 10:48</td>\n",
       "      <td>8388</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>608</th>\n",
       "      <td>Spurs21</td>\n",
       "      <td>F-15C机身两侧的挂架为什么不能挂载哈姆导弹？</td>\n",
       "      <td>2020-06-07 01:32</td>\n",
       "      <td>1350</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1078</th>\n",
       "      <td>悍马骑士</td>\n",
       "      <td>卡塔尔首架F-15QA战斗机亮相</td>\n",
       "      <td>2020-04-15 09:58</td>\n",
       "      <td>13896</td>\n",
       "      <td>86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1229</th>\n",
       "      <td>gaowei</td>\n",
       "      <td>超越苏-35，F-15SE沉默鹰内置弹舱发射AIM-120C含内弹仓清晰结构。</td>\n",
       "      <td>2020-01-19 10:45</td>\n",
       "      <td>16140</td>\n",
       "      <td>86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1721</th>\n",
       "      <td>肃反委员会</td>\n",
       "      <td>SU-30，SU-34和F-15E的定位相同和不同？</td>\n",
       "      <td>2020-03-05 17:19</td>\n",
       "      <td>1350</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           楼主                                       标题              发表时间  \\\n",
       "55    Spurs21                          请教F-15各个系列的装备情况  2020-06-25 17:31   \n",
       "223       祝融星                  美军坠海F-15战斗机残骸已被寻获 飞行员身亡  2020-06-17 07:41   \n",
       "410      悍马骑士               F-15E被认证为首架挂载B61-12新型核弹的战机  2020-06-09 10:48   \n",
       "608   Spurs21                 F-15C机身两侧的挂架为什么不能挂载哈姆导弹？  2020-06-07 01:32   \n",
       "1078     悍马骑士                         卡塔尔首架F-15QA战斗机亮相  2020-04-15 09:58   \n",
       "1229   gaowei  超越苏-35，F-15SE沉默鹰内置弹舱发射AIM-120C含内弹仓清晰结构。  2020-01-19 10:45   \n",
       "1721    肃反委员会               SU-30，SU-34和F-15E的定位相同和不同？  2020-03-05 17:19   \n",
       "\n",
       "         访客  回复  \n",
       "55     2166  29  \n",
       "223    7776  22  \n",
       "410    8388  53  \n",
       "608    1350   4  \n",
       "1078  13896  86  \n",
       "1229  16140  86  \n",
       "1721   1350   9  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"f15\")])\n",
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"F15\")])\n",
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"F-15\")])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>楼主</th>\n",
       "      <th>标题</th>\n",
       "      <th>发表时间</th>\n",
       "      <th>访客</th>\n",
       "      <th>回复</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1508</th>\n",
       "      <td>浪客行</td>\n",
       "      <td>叙利亚苏22被f16攻击，靠实施机动躲过导弹逃生</td>\n",
       "      <td>2020-03-05 08:13</td>\n",
       "      <td>10632</td>\n",
       "      <td>71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1577</th>\n",
       "      <td>cder_dz4svby5</td>\n",
       "      <td>f16好像是把苏联所有的战斗机击落了个遍吧！</td>\n",
       "      <td>2020-03-16 22:40</td>\n",
       "      <td>15018</td>\n",
       "      <td>226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1963</th>\n",
       "      <td>民间情报专家</td>\n",
       "      <td>叙利亚不是有米格29吗？怎么看着土耳其f16炸陆军？</td>\n",
       "      <td>2020-02-14 16:57</td>\n",
       "      <td>8286</td>\n",
       "      <td>52</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 楼主                          标题              发表时间     访客   回复\n",
       "1508            浪客行    叙利亚苏22被f16攻击，靠实施机动躲过导弹逃生  2020-03-05 08:13  10632   71\n",
       "1577  cder_dz4svby5      f16好像是把苏联所有的战斗机击落了个遍吧！  2020-03-16 22:40  15018  226\n",
       "1963         民间情报专家  叙利亚不是有米格29吗？怎么看着土耳其f16炸陆军？  2020-02-14 16:57   8286   52"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>楼主</th>\n",
       "      <th>标题</th>\n",
       "      <th>发表时间</th>\n",
       "      <th>访客</th>\n",
       "      <th>回复</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>J20E</td>\n",
       "      <td>土耳其F16击落苏24这种技术土鳖能做到吗？</td>\n",
       "      <td>2020-06-15 20:47</td>\n",
       "      <td>11958</td>\n",
       "      <td>87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>743</th>\n",
       "      <td>ychx</td>\n",
       "      <td>歼10A挂载PL10导弹 或将全面升级 作战能力媲美F16V(图）</td>\n",
       "      <td>2020-05-29 15:06</td>\n",
       "      <td>8592</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>899</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>美媒列出歼10C一长串优点：对台军F16V有压倒优势</td>\n",
       "      <td>2020-05-12 16:36</td>\n",
       "      <td>21342</td>\n",
       "      <td>81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1343</th>\n",
       "      <td>hzc9714887</td>\n",
       "      <td>台军F16近距离伴飞共军H6</td>\n",
       "      <td>2020-03-17 11:40</td>\n",
       "      <td>17262</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1603</th>\n",
       "      <td>swatera</td>\n",
       "      <td>F16侧面RCS100平方米？</td>\n",
       "      <td>2018-07-21 17:52</td>\n",
       "      <td>11958</td>\n",
       "      <td>85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1653</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>土3次击落叙战机，都靠预警机发现叙机，把数据传给静默的F16用aim120c击落叙战机</td>\n",
       "      <td>2020-03-03 22:03</td>\n",
       "      <td>16038</td>\n",
       "      <td>110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1687</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>外媒：北约作战体系完胜俄 F16不开雷达就击落叙苏24</td>\n",
       "      <td>2020-03-04 18:42</td>\n",
       "      <td>13182</td>\n",
       "      <td>111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1688</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>老俄苏24又出现伊德利卜，不怕土鸡F16击落吗？</td>\n",
       "      <td>2020-03-04 11:08</td>\n",
       "      <td>9510</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1696</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>击落叙战机后F16飞行员得意洋洋，自拍要与苏35单挑</td>\n",
       "      <td>2020-03-05 21:30</td>\n",
       "      <td>16548</td>\n",
       "      <td>105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1714</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>俄苏34及电子战机伊尔20M不惧土鸡F16仍在伊德利卜轰炸</td>\n",
       "      <td>2020-03-05 09:21</td>\n",
       "      <td>7572</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1722</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>这民主的涂装 差点看成F16了</td>\n",
       "      <td>2020-03-04 07:25</td>\n",
       "      <td>15324</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1739</th>\n",
       "      <td>悍马骑士</td>\n",
       "      <td>巴基斯坦F16战机首都坠毁 飞飞丧生</td>\n",
       "      <td>2020-03-11 17:54</td>\n",
       "      <td>10632</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1779</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>转，苏35在土鸡边境拦截F16战机</td>\n",
       "      <td>2020-03-07 21:09</td>\n",
       "      <td>9714</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1785</th>\n",
       "      <td>十万甲士</td>\n",
       "      <td>国家利益：湾省F16只在和平时期有作用</td>\n",
       "      <td>2020-03-08 17:53</td>\n",
       "      <td>6756</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1814</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>轻型机还是灵巧一些，苏22侥幸逃脱F16的120攻击，上次也摆脱过一次老美9X攻击。</td>\n",
       "      <td>2020-03-04 21:31</td>\n",
       "      <td>5124</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1953</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>土耳其的F16击落了一架叙利亚的苏24，飞行员跳伞</td>\n",
       "      <td>2020-03-01 20:42</td>\n",
       "      <td>9510</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              楼主                                           标题  \\\n",
       "234         J20E                       土耳其F16击落苏24这种技术土鳖能做到吗？   \n",
       "743         ychx            歼10A挂载PL10导弹 或将全面升级 作战能力媲美F16V(图）   \n",
       "899         海军总部                   美媒列出歼10C一长串优点：对台军F16V有压倒优势   \n",
       "1343  hzc9714887                               台军F16近距离伴飞共军H6   \n",
       "1603     swatera                              F16侧面RCS100平方米？   \n",
       "1653     xcl9905  土3次击落叙战机，都靠预警机发现叙机，把数据传给静默的F16用aim120c击落叙战机   \n",
       "1687        海军总部                  外媒：北约作战体系完胜俄 F16不开雷达就击落叙苏24   \n",
       "1688     xcl9905                     老俄苏24又出现伊德利卜，不怕土鸡F16击落吗？   \n",
       "1696     xcl9905                   击落叙战机后F16飞行员得意洋洋，自拍要与苏35单挑   \n",
       "1714     xcl9905                俄苏34及电子战机伊尔20M不惧土鸡F16仍在伊德利卜轰炸   \n",
       "1722        海军总部                              这民主的涂装 差点看成F16了   \n",
       "1739        悍马骑士                           巴基斯坦F16战机首都坠毁 飞飞丧生   \n",
       "1779     xcl9905                            转，苏35在土鸡边境拦截F16战机   \n",
       "1785        十万甲士                          国家利益：湾省F16只在和平时期有作用   \n",
       "1814     xcl9905   轻型机还是灵巧一些，苏22侥幸逃脱F16的120攻击，上次也摆脱过一次老美9X攻击。   \n",
       "1953     xcl9905                    土耳其的F16击落了一架叙利亚的苏24，飞行员跳伞   \n",
       "\n",
       "                  发表时间     访客   回复  \n",
       "234   2020-06-15 20:47  11958   87  \n",
       "743   2020-05-29 15:06   8592   50  \n",
       "899   2020-05-12 16:36  21342   81  \n",
       "1343  2020-03-17 11:40  17262   74  \n",
       "1603  2018-07-21 17:52  11958   85  \n",
       "1653  2020-03-03 22:03  16038  110  \n",
       "1687  2020-03-04 18:42  13182  111  \n",
       "1688  2020-03-04 11:08   9510   64  \n",
       "1696  2020-03-05 21:30  16548  105  \n",
       "1714  2020-03-05 09:21   7572   60  \n",
       "1722  2020-03-04 07:25  15324   42  \n",
       "1739  2020-03-11 17:54  10632   51  \n",
       "1779  2020-03-07 21:09   9714    6  \n",
       "1785  2020-03-08 17:53   6756    2  \n",
       "1814  2020-03-04 21:31   5124   31  \n",
       "1953  2020-03-01 20:42   9510   37  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>楼主</th>\n",
       "      <th>标题</th>\n",
       "      <th>发表时间</th>\n",
       "      <th>访客</th>\n",
       "      <th>回复</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>悍马骑士</td>\n",
       "      <td>老照片：F-16挂导弹 1984</td>\n",
       "      <td>2020-06-25 15:36</td>\n",
       "      <td>2166</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>超大旁观者</td>\n",
       "      <td>斯堪的纳维亚F-16特殊版涂装，与美苏大型飞机共舞</td>\n",
       "      <td>2020-06-26 01:15</td>\n",
       "      <td>1962</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>368</th>\n",
       "      <td>caster5</td>\n",
       "      <td>以色列最后一架泡水F-16 542号修复完毕。</td>\n",
       "      <td>2020-06-15 08:47</td>\n",
       "      <td>7062</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>486</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>美军官对比“假想敌”部队的F-16战斗机同中俄战斗机之间的差距</td>\n",
       "      <td>2020-06-04 11:23</td>\n",
       "      <td>5532</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1462</th>\n",
       "      <td>wuyuwu</td>\n",
       "      <td>第3架！又一架叙利亚战机在反恐行动中遭土耳其F-16击落</td>\n",
       "      <td>2020-03-03 20:15</td>\n",
       "      <td>11958</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1717</th>\n",
       "      <td>sunmingchi</td>\n",
       "      <td>俄专家解读美军计划用无人机取代F-16意图</td>\n",
       "      <td>2020-03-06 10:38</td>\n",
       "      <td>888</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1829</th>\n",
       "      <td>zzz989</td>\n",
       "      <td>突发！埃及空军一架F-16战机被击落，飞行员死亡。</td>\n",
       "      <td>2020-01-15 16:34</td>\n",
       "      <td>52452</td>\n",
       "      <td>176</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1865</th>\n",
       "      <td>悍马骑士</td>\n",
       "      <td>印尼空军的F-16A / B战斗机经过升级后首飞</td>\n",
       "      <td>2020-02-20 11:44</td>\n",
       "      <td>2574</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1903</th>\n",
       "      <td>十万甲士</td>\n",
       "      <td>因评论F-16V买贵了 湾省网民被伪军起诉</td>\n",
       "      <td>2020-02-26 20:49</td>\n",
       "      <td>3084</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2035</th>\n",
       "      <td>HCK1250@163.COM</td>\n",
       "      <td>台湾军迷节目《施孝玮谈军事》提到歼10是应该机动性好于F-16</td>\n",
       "      <td>2020-02-22 11:12</td>\n",
       "      <td>16038</td>\n",
       "      <td>113</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   楼主                               标题              发表时间  \\\n",
       "57               悍马骑士                 老照片：F-16挂导弹 1984  2020-06-25 15:36   \n",
       "82              超大旁观者        斯堪的纳维亚F-16特殊版涂装，与美苏大型飞机共舞  2020-06-26 01:15   \n",
       "368           caster5          以色列最后一架泡水F-16 542号修复完毕。  2020-06-15 08:47   \n",
       "486              海军总部  美军官对比“假想敌”部队的F-16战斗机同中俄战斗机之间的差距  2020-06-04 11:23   \n",
       "1462           wuyuwu     第3架！又一架叙利亚战机在反恐行动中遭土耳其F-16击落  2020-03-03 20:15   \n",
       "1717       sunmingchi            俄专家解读美军计划用无人机取代F-16意图  2020-03-06 10:38   \n",
       "1829           zzz989        突发！埃及空军一架F-16战机被击落，飞行员死亡。  2020-01-15 16:34   \n",
       "1865             悍马骑士         印尼空军的F-16A / B战斗机经过升级后首飞  2020-02-20 11:44   \n",
       "1903             十万甲士            因评论F-16V买贵了 湾省网民被伪军起诉  2020-02-26 20:49   \n",
       "2035  HCK1250@163.COM  台湾军迷节目《施孝玮谈军事》提到歼10是应该机动性好于F-16  2020-02-22 11:12   \n",
       "\n",
       "         访客   回复  \n",
       "57     2166    5  \n",
       "82     1962    6  \n",
       "368    7062   33  \n",
       "486    5532   33  \n",
       "1462  11958   57  \n",
       "1717    888    2  \n",
       "1829  52452  176  \n",
       "1865   2574   14  \n",
       "1903   3084    9  \n",
       "2035  16038  113  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"f16\")])\n",
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"F16\")])\n",
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"F-16\")])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>楼主</th>\n",
       "      <th>标题</th>\n",
       "      <th>发表时间</th>\n",
       "      <th>访客</th>\n",
       "      <th>回复</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>shen011206</td>\n",
       "      <td>能不能考虑研发大量低成本的无人预警机？</td>\n",
       "      <td>2020-06-25 08:42</td>\n",
       "      <td>2778</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>长乐未央08</td>\n",
       "      <td>大疆的部分无人机型号被禁出口了吧？如何保障它民用型号以上的无人机发展？</td>\n",
       "      <td>2020-06-26 17:43</td>\n",
       "      <td>1860</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>ychx</td>\n",
       "      <td>草根设计师：总载弹量超过“利剑无人机3倍！是指哪型无人机 ？</td>\n",
       "      <td>2020-06-19 16:11</td>\n",
       "      <td>27156</td>\n",
       "      <td>148</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>萨达姆·侯赛因</td>\n",
       "      <td>BBC：人类首次无人机战争 利比亚成中国武器试验场</td>\n",
       "      <td>2020-06-28 05:42</td>\n",
       "      <td>21240</td>\n",
       "      <td>120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>长乐未央08</td>\n",
       "      <td>出口的无人机，有没有内置服务反馈系统？</td>\n",
       "      <td>2020-06-13 14:11</td>\n",
       "      <td>2268</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>枕水闻涛</td>\n",
       "      <td>设想用攻击11无人机深入印度境内猎杀烈火和布拉莫斯导弹</td>\n",
       "      <td>2020-06-16 01:33</td>\n",
       "      <td>2064</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>449</th>\n",
       "      <td>KIRENN</td>\n",
       "      <td>欧美论坛讨论：关于中国侦察/攻击无人机的发展（2013-2020</td>\n",
       "      <td>2020-06-09 11:15</td>\n",
       "      <td>6042</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>581</th>\n",
       "      <td>hw4849</td>\n",
       "      <td>应该开发一款低空突防无人机</td>\n",
       "      <td>2020-06-06 21:09</td>\n",
       "      <td>1860</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>602</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>俄拦截拟偷袭基地无人机，无人机简陋动力盒木头做的。桨扇敢是电池驱动的吧</td>\n",
       "      <td>2020-01-20 22:21</td>\n",
       "      <td>7776</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>703</th>\n",
       "      <td>鹰王1号</td>\n",
       "      <td>俄第五代战斗机苏-57在测试期间演练了无人驾驶模式。</td>\n",
       "      <td>2020-05-18 16:02</td>\n",
       "      <td>10020</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>733</th>\n",
       "      <td>tsuihao</td>\n",
       "      <td>我国首型高原型无人直升机成功首飞</td>\n",
       "      <td>2020-05-23 11:45</td>\n",
       "      <td>7980</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>736</th>\n",
       "      <td>runner131</td>\n",
       "      <td>石破天惊, 成飞翼龙无人机竞标陆军无人机失利, 输给不知名民企!</td>\n",
       "      <td>2020-05-23 15:05</td>\n",
       "      <td>-</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>750</th>\n",
       "      <td>小虎子256</td>\n",
       "      <td>土鸡的无人机很猛啊</td>\n",
       "      <td>2020-05-28 18:35</td>\n",
       "      <td>13590</td>\n",
       "      <td>44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>796</th>\n",
       "      <td>xq9958</td>\n",
       "      <td>高原无人机</td>\n",
       "      <td>2020-05-26 16:31</td>\n",
       "      <td>2778</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>812</th>\n",
       "      <td>海军总部</td>\n",
       "      <td>阿联酋1架翼龙2无人机疑被利比亚击落</td>\n",
       "      <td>2020-05-25 07:50</td>\n",
       "      <td>14508</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>863</th>\n",
       "      <td>杜子真腾</td>\n",
       "      <td>臭鼬不明型号无人机</td>\n",
       "      <td>2020-05-06 19:06</td>\n",
       "      <td>7368</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>930</th>\n",
       "      <td>nazarafel</td>\n",
       "      <td>一款长航时远距离预警攻击无人隐形平台</td>\n",
       "      <td>2020-05-19 09:13</td>\n",
       "      <td>2778</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>977</th>\n",
       "      <td>lixinghi</td>\n",
       "      <td>疑似海山鹰改某项目的翼尖开裂式减速板新图和临近空间侦查无人机的垂尾</td>\n",
       "      <td>2020-05-10 12:37</td>\n",
       "      <td>10530</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1046</th>\n",
       "      <td>yg199350</td>\n",
       "      <td>看小说《雷霆反击》，觉得无人机作为对地攻击的平台，弱点还是很明显的。</td>\n",
       "      <td>2020-04-16 21:14</td>\n",
       "      <td>3186</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1047</th>\n",
       "      <td>番茄蛋饭2002</td>\n",
       "      <td>能不能把涡喷13改成涡扇，无人战斗机需要低价的发动机，但是涡扇太贵了</td>\n",
       "      <td>2020-04-16 19:29</td>\n",
       "      <td>6246</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1085</th>\n",
       "      <td>lixinghi</td>\n",
       "      <td>贵飞无人机装配分厂“决战27天”保飞机交付，某无人机进入定型</td>\n",
       "      <td>2020-04-14 19:16</td>\n",
       "      <td>7266</td>\n",
       "      <td>44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1168</th>\n",
       "      <td>悍马骑士</td>\n",
       "      <td>美国波音在澳大利亚推出第一架无人机样品</td>\n",
       "      <td>2020-05-06 12:03</td>\n",
       "      <td>3798</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1206</th>\n",
       "      <td>tomhawk</td>\n",
       "      <td>无人机桌面图</td>\n",
       "      <td>2020-05-07 20:59</td>\n",
       "      <td>4614</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1212</th>\n",
       "      <td>悍马骑士</td>\n",
       "      <td>伊朗展示无人机</td>\n",
       "      <td>2020-04-20 09:13</td>\n",
       "      <td>7674</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1346</th>\n",
       "      <td>米格-21</td>\n",
       "      <td>关于近期土耳其军队在土-叙边界发起的大规模无人机作战</td>\n",
       "      <td>2020-03-29 21:36</td>\n",
       "      <td>4614</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1393</th>\n",
       "      <td>十万甲士</td>\n",
       "      <td>简氏：利比亚民族联盟政府称约旦向敌方出售中国制造的无人机</td>\n",
       "      <td>2020-04-06 23:07</td>\n",
       "      <td>6654</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1448</th>\n",
       "      <td>抗中主力认怂党</td>\n",
       "      <td>国内又一新无人机试验成功，将改变游戏规则，舰载无人机的未来？</td>\n",
       "      <td>2020-02-29 16:40</td>\n",
       "      <td>12570</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1455</th>\n",
       "      <td>zzz989</td>\n",
       "      <td>土鸡击落两架叙政府军苏-24（飞行员安全），叙利亚防空火力击落6架土鸡攻击型无人机。</td>\n",
       "      <td>2020-03-02 08:33</td>\n",
       "      <td>8796</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1471</th>\n",
       "      <td>ILM</td>\n",
       "      <td>陕西首台无人机涡扇发动机交付 西安势加动力成为我国唯一具备此生产能力的民营企业</td>\n",
       "      <td>2019-12-31 16:03</td>\n",
       "      <td>27564</td>\n",
       "      <td>131</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1498</th>\n",
       "      <td>十万甲士</td>\n",
       "      <td>美国空军开始规划取代MQ-9的新一代无人机</td>\n",
       "      <td>2020-03-15 11:23</td>\n",
       "      <td>1758</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1523</th>\n",
       "      <td>北林团子</td>\n",
       "      <td>【来自强大的微博】美国启动无人战斗机狗斗算法研究</td>\n",
       "      <td>2020-03-12 09:26</td>\n",
       "      <td>3594</td>\n",
       "      <td>45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1632</th>\n",
       "      <td>十万甲士</td>\n",
       "      <td>简氏：棒国陆军将采购一种新的侦察无人机</td>\n",
       "      <td>2020-03-30 22:40</td>\n",
       "      <td>1758</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1684</th>\n",
       "      <td>zzz989</td>\n",
       "      <td>涂上红星标志的量产版毛子“猎户座”察打一体化无人机</td>\n",
       "      <td>2020-03-03 21:22</td>\n",
       "      <td>4716</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1707</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>土鸡近期在叙战场上失损无人机统计</td>\n",
       "      <td>2020-03-05 15:59</td>\n",
       "      <td>5430</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1713</th>\n",
       "      <td>zzz989</td>\n",
       "      <td>埃尔多安签名的攻击型无人机被叙利亚军队击落？？？</td>\n",
       "      <td>2020-03-05 18:55</td>\n",
       "      <td>3186</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1717</th>\n",
       "      <td>sunmingchi</td>\n",
       "      <td>俄专家解读美军计划用无人机取代F-16意图</td>\n",
       "      <td>2020-03-06 10:38</td>\n",
       "      <td>888</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1728</th>\n",
       "      <td>sunmingchi</td>\n",
       "      <td>通用研发无人僚机“防御者”：可执行空战和加油任务</td>\n",
       "      <td>2020-03-12 09:14</td>\n",
       "      <td>888</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1777</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>胡塞是一很擅长武器活用的部队，用无人机引导炮击，连行走汽车一打一个准</td>\n",
       "      <td>2020-03-07 18:03</td>\n",
       "      <td>6348</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1790</th>\n",
       "      <td>coldyaya</td>\n",
       "      <td>华东无人机基地内部照片</td>\n",
       "      <td>2020-03-07 16:56</td>\n",
       "      <td>15936</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1792</th>\n",
       "      <td>尘世游人</td>\n",
       "      <td>未来战场如何\"破\"小型无人机\"蜂群\"战术?</td>\n",
       "      <td>2020-03-07 20:05</td>\n",
       "      <td>1554</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1794</th>\n",
       "      <td>海纳</td>\n",
       "      <td>应该研制一款2吨级的无人直升机以增强未来战场的后勤补给</td>\n",
       "      <td>2020-03-07 17:13</td>\n",
       "      <td>1452</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1825</th>\n",
       "      <td>xcl9905</td>\n",
       "      <td>伊德利卡，土鸡无人机非常活跃，叙军损伤严重，叙有炮弹合一的防空武器就对付不了吗？</td>\n",
       "      <td>2020-03-01 20:56</td>\n",
       "      <td>14202</td>\n",
       "      <td>172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1858</th>\n",
       "      <td>kang999</td>\n",
       "      <td>脑洞大开：用大型空中拖网捕捉大型无人机</td>\n",
       "      <td>2020-02-20 15:01</td>\n",
       "      <td>1146</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1900</th>\n",
       "      <td>yes413</td>\n",
       "      <td>构思一款反“单兵防空导弹”射手的无人机机载对抗系统，用于台海战场或出口</td>\n",
       "      <td>2020-02-14 22:45</td>\n",
       "      <td>1554</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1920</th>\n",
       "      <td>幻海魔刀</td>\n",
       "      <td>翼龙无人机炸毁土耳其军火，遭谴责？利比亚国民军无视，直接反击</td>\n",
       "      <td>2020-02-24 15:35</td>\n",
       "      <td>15630</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1938</th>\n",
       "      <td>十万甲士</td>\n",
       "      <td>埃隆·马斯克：F-35没有机会对抗无人驾驶战斗机</td>\n",
       "      <td>2020-03-01 11:31</td>\n",
       "      <td>3594</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1994</th>\n",
       "      <td>sunmingchi</td>\n",
       "      <td>美国波音又推出一款新型武装直升机 高速隐形还能操控无人机作战</td>\n",
       "      <td>2020-02-25 10:20</td>\n",
       "      <td>888</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2001</th>\n",
       "      <td>sunmingchi</td>\n",
       "      <td>俄米格35战机又获新技能：能够无人驾驶自动降落</td>\n",
       "      <td>2020-02-24 09:59</td>\n",
       "      <td>2268</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024</th>\n",
       "      <td>zzz989</td>\n",
       "      <td>土耳其最先进的察打一体化无人机被叙利亚军队击落</td>\n",
       "      <td>2020-02-27 12:11</td>\n",
       "      <td>2676</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2038</th>\n",
       "      <td>tuantuananan</td>\n",
       "      <td>谁干的？台湾灯会800架无人机展演 遭干扰48架坠落</td>\n",
       "      <td>2020-02-24 11:07</td>\n",
       "      <td>12162</td>\n",
       "      <td>44</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                楼主                                          标题  \\\n",
       "54      shen011206                         能不能考虑研发大量低成本的无人预警机？   \n",
       "59          长乐未央08         大疆的部分无人机型号被禁出口了吧？如何保障它民用型号以上的无人机发展？   \n",
       "150           ychx              草根设计师：总载弹量超过“利剑无人机3倍！是指哪型无人机 ？   \n",
       "171        萨达姆·侯赛因                   BBC：人类首次无人机战争 利比亚成中国武器试验场   \n",
       "251         长乐未央08                         出口的无人机，有没有内置服务反馈系统？   \n",
       "277           枕水闻涛                 设想用攻击11无人机深入印度境内猎杀烈火和布拉莫斯导弹   \n",
       "449         KIRENN            欧美论坛讨论：关于中国侦察/攻击无人机的发展（2013-2020   \n",
       "581         hw4849                               应该开发一款低空突防无人机   \n",
       "602        xcl9905         俄拦截拟偷袭基地无人机，无人机简陋动力盒木头做的。桨扇敢是电池驱动的吧   \n",
       "703           鹰王1号                  俄第五代战斗机苏-57在测试期间演练了无人驾驶模式。   \n",
       "733        tsuihao                            我国首型高原型无人直升机成功首飞   \n",
       "736      runner131            石破天惊, 成飞翼龙无人机竞标陆军无人机失利, 输给不知名民企!   \n",
       "750         小虎子256                                   土鸡的无人机很猛啊   \n",
       "796         xq9958                                       高原无人机   \n",
       "812           海军总部                          阿联酋1架翼龙2无人机疑被利比亚击落   \n",
       "863           杜子真腾                                   臭鼬不明型号无人机   \n",
       "930      nazarafel                          一款长航时远距离预警攻击无人隐形平台   \n",
       "977       lixinghi           疑似海山鹰改某项目的翼尖开裂式减速板新图和临近空间侦查无人机的垂尾   \n",
       "1046      yg199350          看小说《雷霆反击》，觉得无人机作为对地攻击的平台，弱点还是很明显的。   \n",
       "1047      番茄蛋饭2002          能不能把涡喷13改成涡扇，无人战斗机需要低价的发动机，但是涡扇太贵了   \n",
       "1085      lixinghi              贵飞无人机装配分厂“决战27天”保飞机交付，某无人机进入定型   \n",
       "1168          悍马骑士                         美国波音在澳大利亚推出第一架无人机样品   \n",
       "1206       tomhawk                                      无人机桌面图   \n",
       "1212          悍马骑士                                     伊朗展示无人机   \n",
       "1346         米格-21                  关于近期土耳其军队在土-叙边界发起的大规模无人机作战   \n",
       "1393          十万甲士                简氏：利比亚民族联盟政府称约旦向敌方出售中国制造的无人机   \n",
       "1448       抗中主力认怂党              国内又一新无人机试验成功，将改变游戏规则，舰载无人机的未来？   \n",
       "1455        zzz989  土鸡击落两架叙政府军苏-24（飞行员安全），叙利亚防空火力击落6架土鸡攻击型无人机。   \n",
       "1471           ILM     陕西首台无人机涡扇发动机交付 西安势加动力成为我国唯一具备此生产能力的民营企业   \n",
       "1498          十万甲士                       美国空军开始规划取代MQ-9的新一代无人机   \n",
       "1523          北林团子                    【来自强大的微博】美国启动无人战斗机狗斗算法研究   \n",
       "1632          十万甲士                         简氏：棒国陆军将采购一种新的侦察无人机   \n",
       "1684        zzz989                   涂上红星标志的量产版毛子“猎户座”察打一体化无人机   \n",
       "1707       xcl9905                            土鸡近期在叙战场上失损无人机统计   \n",
       "1713        zzz989                    埃尔多安签名的攻击型无人机被叙利亚军队击落？？？   \n",
       "1717    sunmingchi                       俄专家解读美军计划用无人机取代F-16意图   \n",
       "1728    sunmingchi                    通用研发无人僚机“防御者”：可执行空战和加油任务   \n",
       "1777       xcl9905          胡塞是一很擅长武器活用的部队，用无人机引导炮击，连行走汽车一打一个准   \n",
       "1790      coldyaya                                 华东无人机基地内部照片   \n",
       "1792          尘世游人                       未来战场如何\"破\"小型无人机\"蜂群\"战术?   \n",
       "1794            海纳                 应该研制一款2吨级的无人直升机以增强未来战场的后勤补给   \n",
       "1825       xcl9905    伊德利卡，土鸡无人机非常活跃，叙军损伤严重，叙有炮弹合一的防空武器就对付不了吗？   \n",
       "1858       kang999                         脑洞大开：用大型空中拖网捕捉大型无人机   \n",
       "1900        yes413         构思一款反“单兵防空导弹”射手的无人机机载对抗系统，用于台海战场或出口   \n",
       "1920          幻海魔刀              翼龙无人机炸毁土耳其军火，遭谴责？利比亚国民军无视，直接反击   \n",
       "1938          十万甲士                    埃隆·马斯克：F-35没有机会对抗无人驾驶战斗机   \n",
       "1994    sunmingchi              美国波音又推出一款新型武装直升机 高速隐形还能操控无人机作战   \n",
       "2001    sunmingchi                     俄米格35战机又获新技能：能够无人驾驶自动降落   \n",
       "2024        zzz989                     土耳其最先进的察打一体化无人机被叙利亚军队击落   \n",
       "2038  tuantuananan                  谁干的？台湾灯会800架无人机展演 遭干扰48架坠落   \n",
       "\n",
       "                  发表时间     访客   回复  \n",
       "54    2020-06-25 08:42   2778   38  \n",
       "59    2020-06-26 17:43   1860    2  \n",
       "150   2020-06-19 16:11  27156  148  \n",
       "171   2020-06-28 05:42  21240  120  \n",
       "251   2020-06-13 14:11   2268   10  \n",
       "277   2020-06-16 01:33   2064   11  \n",
       "449   2020-06-09 11:15   6042   14  \n",
       "581   2020-06-06 21:09   1860   23  \n",
       "602   2020-01-20 22:21   7776   42  \n",
       "703   2020-05-18 16:02  10020   83  \n",
       "733   2020-05-23 11:45   7980   32  \n",
       "736   2020-05-23 15:05      -    -  \n",
       "750   2020-05-28 18:35  13590   44  \n",
       "796   2020-05-26 16:31   2778    3  \n",
       "812   2020-05-25 07:50  14508   84  \n",
       "863   2020-05-06 19:06   7368   17  \n",
       "930   2020-05-19 09:13   2778   13  \n",
       "977   2020-05-10 12:37  10530   36  \n",
       "1046  2020-04-16 21:14   3186   31  \n",
       "1047  2020-04-16 19:29   6246   48  \n",
       "1085  2020-04-14 19:16   7266   44  \n",
       "1168  2020-05-06 12:03   3798   29  \n",
       "1206  2020-05-07 20:59   4614   10  \n",
       "1212  2020-04-20 09:13   7674   23  \n",
       "1346  2020-03-29 21:36   4614   31  \n",
       "1393  2020-04-06 23:07   6654   23  \n",
       "1448  2020-02-29 16:40  12570   18  \n",
       "1455  2020-03-02 08:33   8796   67  \n",
       "1471  2019-12-31 16:03  27564  131  \n",
       "1498  2020-03-15 11:23   1758    4  \n",
       "1523  2020-03-12 09:26   3594   45  \n",
       "1632  2020-03-30 22:40   1758    4  \n",
       "1684  2020-03-03 21:22   4716   25  \n",
       "1707  2020-03-05 15:59   5430   37  \n",
       "1713  2020-03-05 18:55   3186    8  \n",
       "1717  2020-03-06 10:38    888    2  \n",
       "1728  2020-03-12 09:14    888    1  \n",
       "1777  2020-03-07 18:03   6348    6  \n",
       "1790  2020-03-07 16:56  15936    3  \n",
       "1792  2020-03-07 20:05   1554    0  \n",
       "1794  2020-03-07 17:13   1452    0  \n",
       "1825  2020-03-01 20:56  14202  172  \n",
       "1858  2020-02-20 15:01   1146   23  \n",
       "1900  2020-02-14 22:45   1554   12  \n",
       "1920  2020-02-24 15:35  15630   68  \n",
       "1938  2020-03-01 11:31   3594   38  \n",
       "1994  2020-02-25 10:20    888    0  \n",
       "2001  2020-02-24 09:59   2268   23  \n",
       "2024  2020-02-27 12:11   2676    6  \n",
       "2038  2020-02-24 11:07  12162   44  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(df_最终版[df_最终版[\"标题\"].str.contains(\"无人\")])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>标题</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>楼主</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>悍马骑士</th>\n",
       "      <td>126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>caster5</th>\n",
       "      <td>122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>海军总部</th>\n",
       "      <td>52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wuxi757</th>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>zzz989</th>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>punkbright</th>\n",
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       "    <tr>\n",
       "      <th>ptxy</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>potter</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pkuan</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>黑暗梦魇精灵</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>703 rows × 1 columns</p>\n",
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       "             标题\n",
       "楼主             \n",
       "悍马骑士        126\n",
       "caster5     122\n",
       "海军总部         52\n",
       "wuxi757      50\n",
       "zzz989       49\n",
       "...         ...\n",
       "punkbright    1\n",
       "ptxy          1\n",
       "potter        1\n",
       "pkuan         1\n",
       "黑暗梦魇精灵        1\n",
       "\n",
       "[703 rows x 1 columns]"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.groupby ( by = ['楼主'] ).agg ({ \"标题\" : \"count\"}).sort_values(by='标题',ascending=False)"
   ]
  },
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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 使用scrapy在超级大本营军事论坛空军版块爬出来的数据，50页一共2001条帖子。在这里，我们可以看出网友们、军迷们都在关注什么话题。什么话题点击量最高，什么话题回复最多、讨论得最热烈。什么飞机能够拥有最多的帖子，博得最多的关注。\n",
    "- 如果我是一个腾讯新闻军事区的小编，我便可以通过这样的数据表格，抓住最近的热点来写文章。再也不用使用诸如“中国再曝一款新型战机，美日彻底坐不住了”这样的垃圾标题来糊弄人。抓住方向，把握读者的关注点，而不是让观众只看标题便直扑评论区来骂几句。\n",
    "- 如果我是一个《军情解码》的主持人，我便可以通过这样的数据表格，了解观众们想要知道什么。军事类节目最忌讳的就是没有干货，全程灌水。主持人问问题问不到点上，花了太多时间铺垫也就算了，还花了一大堆篇幅讲述了外国同类型武器，之后对于节目的主角也只有三两句的概括，一点水准都没有。如果有一个这样的表格，我们就能知道，网友们最关心的东西，诸如：歼十的挂载能力、歼十是否有新的改进版、霹雳15空空导弹、歼20的装备情况，以及中国军迷老生常谈的话题——发动机。比起歼10和歼20，歼11的话题明显比另外的少，而且歼10在十几年之后依旧是一个热门话题，归根结底，歼11终究是“别人的孩子”，也就是俄罗斯苏27的国产版，因此，歼11确实无法体现中国飞机制造业，而且它的资料完全可以通过俄罗斯的报道来得知，反而是“亲生的”歼10战机比较受关注，由于国内对国产飞机的报道较少，而且没有实战，即便是演习也少有报道，因此国内的大部分战斗机性能都只能依靠网友对网上官方的直言片语进行捕捉和分析，使得国产战机至今仍旧是迷雾重重。我可以通过表格抓住网友的求知欲，向做客节目的军事专家、战忽局局座（×）进行提问，以获得更多的播放量。\n",
    "- 同时我们也可以看出来，无人机在现代战争中同样获得非常多的关注，这使得编辑、节目主持人能够把握方向，传输更多的关于无人机的知识给观众，以便获得更多的\n",
    "- 如果我是一位军事类游戏的策划部门，我变可以通过这样的数据表格，得知现在的网友最喜欢什么样的战斗机。除了CF、CSgo、使命召唤ol、绝地求生等低门槛非硬核的枪战动作类游戏受众比较杂乱之外，诸如战争雷霆、战地、叛逆连队、武装突袭等硬核类战争游戏受众几乎都是军迷，或多或少了解军事，而这种游戏都有必要了解玩家喜欢的兵器，以便在更新时加入。诸如日军F2这种本来就冷门的战斗机、以及F14这种“过气网红”的优先级肯定是低于如今歼10、F-15、F-16、歼20等战斗机。\n",
    "- 无论是贴吧、还是论坛，都会有几个威望非常高的写手，比如超大的海军版块中有一个叫pop3的用户，此人见多识广，似乎还有很多内部信息。如果我是腾讯、网易、新浪军事版块的人事部门，我会招募这些人担任写手或者是顾问，让他们的才能得以发挥。"
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